Class "unmarkedFrame"
unmarkedFrame-class.RdMethods for manipulating, summarizing and viewing unmarkedFrames
Objects from the Class
Objects can be created by calls to the constructor function
unmarkedFrame. These objects are passed to the data
argument of the fitting functions.
Slots
y:Object of class
"matrix"obsCovs:Object of class
"optionalDataFrame"siteCovs:Object of class
"optionalDataFrame"mapInfo:Object of class
"optionalMapInfo"obsToY:Object of class
"optionalMatrix"
Methods
- [
signature(x = "unmarkedFrame", i = "numeric", j = "missing", drop = "missing"): ...- [
signature(x = "unmarkedFrame", i = "numeric", j = "numeric", drop = "missing"): ...- [
signature(x = "unmarkedFrame", i = "missing", j = "numeric", drop = "missing"): ...- coordinates
signature(object = "unmarkedFrame"): extract coordinates- getY
signature(object = "unmarkedFrame"): extract y matrix- numSites
signature(object = "unmarkedFrame"): extract M- numY
signature(object = "unmarkedFrame"): extract ncol(y)- obsCovs
signature(object = "unmarkedFrame"): extract observation-level covariates- obsCovs<-
signature(object = "unmarkedFrame"): add or modify observation-level covariates- obsNum
signature(object = "unmarkedFrame"): extract number of observations- obsToY
signature(object = "unmarkedFrame"):- obsToY<-
signature(object = "unmarkedFrame"): ...- plot
signature(x = "unmarkedFrame", y = "missing"): visualize response variable. Takes additional argumentpanelswhich specifies how many panels data should be split over.- projection
signature(object = "unmarkedFrame"): extract projection information- show
signature(object = "unmarkedFrame"): view data as data.frame- siteCovs
signature(object = "unmarkedFrame"): extract site-level covariates- siteCovs<-
signature(object = "unmarkedFrame"): add or modify site-level covariates- summary
signature(object = "unmarkedFrame"): summarize data
Note
This is a superclass with child classes for each fitting function
See also
Examples
# Organize data for pcount() data(mallard) mallardUMF <- unmarkedFramePCount(mallard.y, siteCovs = mallard.site, obsCovs = mallard.obs) # Vizualize it plot(mallardUMF)mallardUMF#> Data frame representation of unmarkedFrame object. #> y.1 y.2 y.3 elev length forest ivel.1 ivel.2 ivel.3 date.1 date.2 date.3 #> 1 0 0 0 -1.173 0.801 -1.156 -0.506 -0.506 -0.506 -1.761 0.310 1.381 #> 2 0 0 0 -1.127 0.115 -0.501 -0.934 -0.991 -1.162 -2.904 -1.047 0.596 #> 3 3 2 1 -0.198 -0.479 -0.101 -1.136 -1.339 -1.610 -1.690 -0.476 1.453 #> 4 0 0 0 -0.105 0.315 0.008 -0.819 -0.927 -1.197 -2.190 -0.690 1.239 #> 5 3 0 3 -1.034 -1.102 -1.193 0.638 0.880 1.042 -1.833 0.167 1.381 #> 6 0 0 0 -0.848 0.741 0.917 -1.329 -1.042 -0.899 -2.619 0.167 1.381 #> 7 0 0 0 -0.910 0.115 -1.083 -1.448 -1.562 -1.676 -2.690 -1.190 1.596 #> 8 0 0 0 -1.003 -1.007 -0.792 -0.321 -0.557 -0.636 -2.119 -0.476 1.453 #> 9 0 0 0 -0.058 -0.913 0.553 -0.231 -0.231 -0.001 -2.047 -0.547 1.167 #> 10 0 0 0 -0.631 1.556 0.808 -1.097 -1.021 -0.832 -2.333 -1.119 -0.261 #> 11 0 0 0 0.066 -1.626 1.790 -0.224 0.058 -0.224 -1.690 0.453 1.453 #> 12 NA NA NA -0.709 1.647 -0.720 NA NA NA -1.047 0.739 2.596 #> 13 0 0 0 -1.111 -0.399 -0.647 0.417 0.284 0.549 -1.833 -0.333 1.953 #> 14 0 0 0 -0.260 0.685 0.844 -1.354 -1.014 -1.159 -0.904 1.096 1.239 #> 15 0 0 0 -0.647 0.801 -0.320 -1.117 -0.224 -0.788 -2.547 -0.261 1.310 #> 16 0 0 0 0.189 0.741 -0.101 -0.278 -0.182 0.009 -1.333 0.310 1.524 #> 17 0 0 0 0.143 -0.322 1.135 -0.483 -0.884 -0.819 -1.833 -1.047 0.524 #> 18 1 0 1 -1.235 0.801 0.372 -1.070 -1.258 -1.211 -2.333 -0.976 2.310 #> 19 0 0 0 -0.972 1.175 -0.138 -1.115 -0.735 -0.482 -2.404 -0.833 0.667 #> 20 1 1 1 -1.219 -0.245 -0.974 -0.862 -1.115 -0.988 -1.333 -0.261 1.524 #> 21 0 0 0 0.313 -1.007 1.572 -0.242 -0.242 -0.399 0.024 1.524 3.239 #> 22 0 0 0 -1.003 0.503 0.081 -0.462 -0.615 -0.462 -1.690 -0.261 1.596 #> 23 0 0 0 0.019 -0.734 -0.611 -0.358 -0.212 0.735 -1.976 -0.476 1.239 #> 24 0 0 0 0.484 0.381 0.699 0.417 0.682 0.639 -0.476 0.596 1.667 #> 25 0 0 0 -0.399 -0.479 -1.047 -0.458 -1.542 -1.434 -2.404 -0.976 0.524 #> 26 10 12 7 -0.863 -1.301 -1.156 1.866 1.883 0.923 -2.619 -0.547 0.524 #> 27 0 0 0 -0.987 -0.563 -0.283 -0.264 0.568 -0.264 -2.761 -0.619 0.881 #> 28 0 0 0 -0.554 0.252 0.772 0.427 0.702 0.482 -1.190 0.453 2.596 #> 29 0 0 0 0.066 0.444 1.135 -0.420 -0.264 -0.108 -0.619 0.524 2.310 #> 30 0 0 0 0.004 0.115 0.299 0.952 1.409 1.237 -1.047 0.453 2.096 #> 31 0 0 1 -0.693 0.801 0.190 0.904 0.913 1.054 -2.190 -0.619 0.310 #> 32 1 1 0 -0.925 0.185 -1.083 -1.697 -1.753 -1.585 -2.904 -0.976 1.453 #> 33 0 0 0 -1.065 0.381 -1.156 -1.067 -1.543 -1.437 -1.761 -0.547 -0.404 #> 34 0 0 0 0.143 0.444 0.626 -0.837 -0.472 -0.639 -1.333 -0.261 1.310 #> 35 0 0 0 -0.383 -0.563 0.117 0.568 0.152 0.152 -2.119 -0.119 0.596 #> 36 0 0 0 -1.034 -0.647 0.517 0.223 -0.630 -0.203 -0.761 -0.190 0.596 #> 37 0 0 NA 1.010 0.252 -0.720 0.977 0.042 NA 1.096 2.881 NA #> 38 0 0 0 1.180 0.115 0.990 0.952 1.123 1.180 0.453 1.381 2.167 #> 39 0 0 0 -0.136 -1.102 1.717 0.395 -0.010 0.152 -2.119 -0.261 1.596 #> 40 0 0 NA 1.289 -0.168 -1.265 0.338 0.586 NA 1.596 2.096 NA #> 41 1 0 0 -0.600 0.857 -1.083 -0.727 -1.097 -1.004 -2.190 -1.261 1.096 #> 42 0 0 0 0.855 -1.102 0.844 -0.819 -0.738 -0.981 -0.476 1.310 1.953 #> 43 0 0 0 -0.089 -1.406 2.299 0.240 0.240 0.682 -1.833 -0.761 0.596 #> 44 0 0 0 -0.863 -0.734 -0.065 -0.139 -0.139 0.298 -2.333 -0.619 1.453 #> 45 0 0 0 -0.910 1.944 0.663 -1.508 -1.644 -1.474 -1.833 -0.833 0.596 #> 46 0 0 0 1.025 1.175 -0.647 -0.101 -0.228 -0.101 0.096 0.667 1.596 #> 47 0 0 0 -0.383 0.626 -0.683 -0.539 -0.688 -0.737 -1.833 -1.047 0.596 #> 48 0 0 0 -0.987 -0.479 0.917 0.897 0.491 0.491 -1.904 -0.261 2.596 #> 49 0 0 1 -1.173 0.741 -1.193 -0.374 -0.469 -0.660 -1.833 -0.119 2.167 #> 50 0 0 0 0.344 0.503 0.626 -0.308 -0.308 -0.308 -1.976 -0.404 1.596 #> 51 0 0 0 -0.445 1.175 0.844 -1.199 -0.904 -1.157 -2.119 -0.619 0.524 #> 52 0 1 0 0.437 0.626 0.553 -0.984 -0.589 -0.836 -2.190 -0.547 1.524 #> 53 0 0 NA 1.041 -0.322 -0.829 -0.042 -0.237 NA -0.547 0.810 NA #> 54 0 0 0 0.375 -1.007 -0.210 0.073 0.546 0.231 -2.619 -0.833 0.596 #> 55 0 0 0 -0.894 -0.025 -0.683 -1.097 -1.216 -1.037 -1.690 -1.190 -0.547 #> 56 0 0 0 -0.972 -1.514 1.754 0.334 0.425 0.789 -2.333 -0.261 0.524 #> 57 0 0 0 -0.662 -0.734 1.608 0.662 0.735 0.516 -2.404 -1.333 0.381 #> 58 0 0 0 0.948 0.503 0.590 -0.206 0.101 -0.001 -0.476 1.096 1.667 #> 59 0 0 0 -0.770 0.741 -0.974 -1.568 -1.520 -1.615 -2.690 -0.761 0.381 #> 60 0 0 0 -0.291 -0.563 0.372 0.568 0.568 0.568 -2.904 -1.047 0.096 #> 61 2 1 0 -1.018 0.857 -1.083 -1.097 -1.051 -1.189 -2.404 -1.261 0.453 #> 62 0 0 0 -0.647 -0.095 1.063 -0.394 -0.394 -0.212 -1.976 -0.976 -0.476 #> 63 0 0 0 -1.250 2.255 -0.756 -1.212 -1.274 -1.491 -2.404 0.096 1.667 #> 64 0 0 NA 2.372 -3.336 -1.265 0.919 0.459 NA 2.667 3.239 NA #> 65 0 0 1 -0.817 0.115 -1.265 -0.019 -0.362 -0.819 -2.261 -0.619 0.167 #> 66 0 0 0 -0.801 0.252 -0.174 -0.123 0.207 0.702 -2.333 -0.261 0.667 #> 67 0 0 0 -0.693 1.175 -0.647 -0.735 -0.228 -0.228 -2.404 -0.976 1.024 #> 68 0 0 0 -1.111 -0.245 1.099 -0.672 -0.672 -0.672 -2.404 -0.619 -0.190 #> 69 NA NA NA -1.266 0.965 -0.174 -0.476 -0.610 -0.520 -2.547 -1.190 0.596 #> 70 4 4 4 -1.436 -0.563 -1.265 0.429 0.984 0.984 -1.833 -0.261 0.667 #> 71 0 0 NA 1.180 0.115 -1.083 0.666 0.666 NA 1.596 2.667 NA #> 72 0 0 NA 1.923 -0.647 -1.265 -0.417 -0.985 NA 2.453 3.024 NA #> 73 0 0 0 0.220 0.566 1.135 -0.803 -0.903 -0.903 -1.904 -0.976 0.810 #> 74 0 0 0 -0.600 0.315 -0.974 -0.172 -0.172 0.152 -1.976 -0.476 1.310 #> 75 0 0 0 -1.096 1.860 1.463 -0.785 -0.889 -1.097 -2.047 -0.547 0.596 #> 76 0 0 0 -1.188 1.273 1.208 -0.792 -0.669 -0.546 -2.261 -0.261 1.524 #> 77 0 0 0 1.180 -0.734 1.354 -0.795 -1.014 -0.722 0.739 1.739 2.881 #> 78 0 0 0 0.607 0.252 2.190 0.647 0.592 0.207 -1.833 -0.904 0.167 #> 79 0 0 0 1.087 0.503 0.808 -0.308 0.305 -0.104 -0.261 1.596 2.596 #> 80 0 0 0 0.174 -0.734 1.063 0.298 0.298 0.006 -2.190 0.453 1.453 #> 81 0 0 0 0.251 -0.322 0.335 1.382 0.605 0.346 -1.833 -0.761 -0.119 #> 82 0 0 0 -0.461 -0.095 0.335 -0.394 -0.212 -0.394 -2.904 -1.190 -0.476 #> 83 0 0 0 -0.724 1.273 -0.029 -0.669 -0.546 -0.423 -2.690 -1.261 0.310 #> 84 0 0 0 -0.848 0.315 -0.501 0.476 0.476 0.638 -2.404 -0.761 0.524 #> 85 1 1 1 -1.127 -0.095 -0.429 -0.941 -0.941 -0.941 -1.833 -0.833 0.453 #> 86 0 NA NA 1.830 2.063 -1.229 -0.601 NA NA 0.453 1.596 NA #> 87 0 0 0 0.731 0.045 0.299 0.735 0.560 0.035 -1.904 -0.833 0.596 #> 88 0 0 0 1.350 -0.647 -0.174 1.076 0.863 1.076 0.524 1.310 1.667 #> 89 0 0 0 -0.600 -0.095 -0.320 -0.212 0.334 -0.030 -2.404 -0.976 0.596 #> 90 0 NA NA -0.693 0.444 -1.011 -1.513 NA NA -2.904 -0.904 1.096 #> 91 1 0 0 -1.065 0.857 1.899 -0.958 -1.143 -0.264 -2.761 -1.404 0.024 #> 92 0 0 0 -0.523 -0.095 0.517 0.516 0.759 0.820 -2.333 -0.547 1.381 #> 93 0 0 0 -1.127 1.510 0.153 -0.692 -0.615 -0.615 -2.190 -0.547 1.096 #> 94 0 0 0 -0.260 0.315 2.117 -0.172 0.368 -0.064 -2.404 -1.190 -0.261 #> 95 0 0 0 0.422 -0.168 0.481 0.090 0.214 0.214 -0.190 1.167 1.667 #> 96 0 0 0 -0.507 -1.406 -0.865 -0.731 -0.466 -0.554 -2.261 -1.690 0.381 #> 97 0 0 0 0.097 0.801 1.390 0.481 0.199 0.622 -2.261 -0.833 0.167 #> 98 0 0 0 -0.941 0.626 -0.829 -1.428 -1.132 -1.280 -1.904 -0.904 1.096 #> 99 0 0 0 0.499 0.444 0.262 -0.004 0.256 0.672 -0.261 1.096 1.739 #> 100 0 0 0 0.375 -0.025 -0.320 -0.443 -0.264 0.271 -0.976 -0.476 0.739 #> 101 0 0 0 -0.616 -1.514 -0.792 -0.394 0.061 -0.394 -2.190 -1.190 0.524 #> 102 0 1 0 -1.096 -0.322 -1.193 -0.366 -1.143 -1.273 -2.404 -0.904 -0.119 #> 103 0 0 NA 1.397 -0.399 -0.720 -0.312 -0.047 NA 1.310 3.239 NA #> 104 0 0 0 1.304 0.566 0.699 0.152 0.152 -0.200 -0.761 1.381 3.167 #> 105 0 0 0 0.886 0.381 1.426 0.417 0.735 -0.007 -0.261 0.381 1.596 #> 106 0 0 0 0.700 -0.479 0.372 0.558 0.965 0.558 -0.404 0.453 1.524 #> 107 0 0 0 -0.832 0.626 0.954 -0.194 -0.293 -0.144 -2.333 -0.833 0.667 #> 108 1 1 0 -1.003 0.381 -0.065 -0.431 -0.166 -0.219 -2.547 -1.619 0.524 #> 109 0 0 0 -0.801 -1.199 0.699 -0.348 0.035 -0.098 -1.976 -0.547 0.596 #> 110 0 0 0 0.282 -1.199 1.245 0.984 0.984 0.984 -0.833 0.524 1.667 #> 111 0 0 0 0.174 1.224 0.444 -1.014 -1.055 -1.014 -1.619 -1.119 1.596 #> 112 0 0 0 -0.786 0.965 -1.083 -1.148 -1.058 -1.148 -1.190 -0.976 0.096 #> 113 1 1 1 -1.080 1.556 0.044 -0.605 -0.264 -0.491 -2.333 -0.261 1.096 #> 114 0 0 0 1.273 -0.095 0.917 0.880 1.245 1.245 1.239 1.596 1.953 #> 115 0 0 0 -0.585 -1.406 1.354 -0.554 -0.025 0.240 -1.976 -0.190 0.524 #> 116 0 0 0 -0.260 -0.245 -0.210 -0.355 -0.482 -0.608 -2.333 -0.547 1.453 #> 117 0 1 0 -0.770 0.444 -1.011 -0.524 -0.472 -0.837 -1.976 -0.547 0.596 #> 118 NA NA NA -1.065 -0.479 -1.011 0.355 0.694 1.033 -2.333 -0.904 0.667 #> 119 0 0 0 -1.204 -0.479 -0.792 -0.729 -0.729 -0.322 -2.333 -0.976 0.667 #> 120 0 0 0 -1.328 1.818 -1.193 -1.393 -1.498 -1.217 -2.333 -1.047 0.596 #> 121 0 0 0 0.344 0.315 -0.683 -0.010 -0.010 0.152 -0.333 2.667 2.739 #> 122 0 0 0 -0.910 -0.734 0.990 0.006 0.443 0.370 -2.333 -0.833 0.596 #> 123 1 1 0 -1.157 1.273 -0.938 -0.997 -0.505 -0.423 -1.833 -0.261 0.667 #> 124 4 4 0 -1.188 1.416 0.081 -1.108 -0.872 -0.990 -2.333 -0.404 0.667 #> 125 0 0 0 -1.034 0.503 1.317 -0.513 -0.666 -0.615 -2.547 -0.547 0.167 #> 126 0 0 0 1.165 -0.095 0.226 1.973 1.791 1.609 2.167 3.096 3.524 #> 127 0 0 NA 0.592 -1.738 -0.574 3.066 3.066 NA 1.881 3.024 NA #> 128 0 0 0 -0.739 1.070 -0.392 -0.413 -0.283 0.108 -2.547 -1.190 0.881 #> 129 0 0 0 -1.142 0.965 -0.902 -0.834 -0.655 -0.852 -2.690 -0.547 -0.261 #> 130 0 0 0 -1.080 0.741 -1.265 -1.377 -1.377 -1.424 -1.976 0.310 0.810 #> 131 1 1 1 -1.065 0.801 1.281 -0.647 0.058 0.246 -2.690 -0.833 0.881 #> 132 0 0 0 1.041 0.626 0.372 -0.984 -0.539 -0.539 1.096 1.596 2.096 #> 133 3 1 1 -1.065 -0.563 -0.611 -0.681 -1.027 -0.819 -2.761 -1.333 1.381 #> 134 0 0 0 -1.080 0.965 -0.538 -1.148 -1.148 -1.148 -2.761 -1.047 0.524 #> 135 0 0 0 -1.142 0.045 -1.156 -1.014 -0.664 -0.664 -2.404 -0.904 1.096 #> 136 0 0 0 -0.554 0.741 -0.538 0.104 0.104 0.582 -1.976 -0.619 1.310 #> 137 2 2 0 -0.786 -0.479 0.044 1.168 1.507 1.101 -2.261 -1.190 0.524 #> 138 1 1 0 -0.879 0.315 -0.574 -1.122 -0.334 -0.161 -2.547 -0.547 0.739 #> 139 0 0 0 0.809 -1.102 0.008 0.557 0.314 0.880 0.596 1.524 1.667 #> 140 0 0 0 -0.430 1.224 1.899 -1.097 -0.889 -0.847 -2.690 -0.190 0.810 #> 141 0 0 0 0.112 0.566 0.590 -0.652 -0.652 -0.652 -0.904 -0.476 0.524 #> 142 1 0 1 -0.414 -0.563 -0.501 0.568 0.984 2.649 -1.119 -0.119 1.524 #> 143 0 0 0 -0.987 0.741 -0.865 -0.469 -0.182 -0.182 -2.404 -0.190 2.024 #> 144 0 0 0 -1.127 -0.168 -0.210 -1.088 -0.716 -0.902 -2.333 -0.619 0.881 #> 145 0 0 0 -1.096 -0.025 0.735 -0.086 -0.026 0.509 -2.833 -0.976 0.739 #> 146 NA NA NA -1.096 1.322 0.699 NA NA NA -2.333 -0.476 0.667 #> 147 0 0 NA 1.087 1.175 -0.101 -0.735 -0.482 NA 0.739 2.167 NA #> 148 0 0 0 0.344 -0.322 -0.101 -0.042 -0.042 0.152 -1.047 -0.476 1.096 #> 149 2 1 0 -1.096 0.185 -1.156 -1.249 -1.417 -1.361 -1.976 -0.547 0.596 #> 150 0 0 NA -0.538 0.045 0.844 -0.373 -0.314 NA -0.761 0.096 1.310 #> 151 0 0 0 1.196 -0.399 0.044 1.013 1.145 1.278 1.167 2.167 3.167 #> 152 0 0 0 0.747 0.045 1.863 -0.081 -0.373 -0.442 -0.190 1.310 2.167 #> 153 0 0 0 0.050 -0.245 1.463 0.342 0.215 0.659 -2.690 -0.547 1.453 #> 154 4 3 3 -1.235 0.566 -0.429 -0.451 -0.551 -0.551 -1.904 -0.619 0.596 #> 155 0 0 NA 1.025 -0.913 -1.265 1.225 1.225 NA 0.739 2.453 NA #> 156 0 0 0 -0.352 1.175 1.317 -0.862 -0.862 -1.115 -2.547 -0.261 2.167 #> 157 0 0 0 -0.461 1.070 1.245 -1.196 -0.935 -1.153 -2.333 -1.047 0.667 #> 158 0 2 0 -1.080 -0.245 -1.047 -0.482 -0.101 -0.101 -1.833 -0.476 0.667 #> 159 0 0 0 -0.972 -0.025 1.172 0.806 0.806 0.806 -1.761 -1.119 -0.261 #> 160 0 0 0 -0.972 -0.025 1.172 0.806 0.806 0.806 -1.761 -1.119 -0.261 #> 161 0 0 0 -1.297 0.045 0.262 0.735 0.851 1.201 -2.404 -0.833 1.596 #> 162 0 0 0 -0.972 0.381 1.354 -0.060 -0.060 0.099 -2.404 -0.833 1.167 #> 163 0 0 0 0.220 -1.007 1.608 0.467 0.073 -0.084 -0.547 1.239 1.739 #> 164 0 0 0 -1.421 1.371 0.444 -1.485 -1.245 -1.325 -2.761 -1.761 -0.119 #> 165 0 0 0 1.289 -0.647 -0.320 1.502 1.502 1.076 0.953 2.381 3.810 #> 166 0 0 0 -0.074 -0.025 0.772 -0.264 -0.264 -0.383 -2.333 -0.404 0.596 #> 167 0 0 NA 1.134 -0.399 -0.611 0.615 0.615 NA -0.404 1.596 NA #> 168 0 0 0 0.700 -1.857 -0.065 3.066 3.267 2.965 0.096 1.596 3.381 #> 169 0 0 0 0.561 -1.406 -0.501 -0.113 -0.378 -0.554 -0.476 0.596 1.739 #> 170 0 0 0 0.251 -0.734 0.153 2.119 1.609 1.609 -0.547 -0.261 0.596 #> 171 0 0 0 0.004 0.381 1.245 0.099 0.099 0.258 -1.690 -0.619 0.381 #> 172 0 0 0 -0.538 0.685 0.262 0.152 0.298 0.103 -2.333 0.167 1.310 #> 173 0 0 0 -0.987 0.566 2.299 -0.350 -0.652 -0.602 -1.619 -0.261 0.596 #> 174 0 0 0 0.360 -1.199 0.626 0.318 0.318 0.735 -2.119 -0.547 0.453 #> 175 0 0 0 0.220 -0.399 2.008 -0.510 0.086 -0.179 -2.190 -0.619 -0.261 #> 176 0 0 0 -0.445 -0.647 0.553 0.436 0.010 0.436 -2.261 -0.476 1.453 #> 177 3 3 3 -0.925 -0.025 0.699 -0.086 -0.264 -0.443 -2.690 -1.690 -0.619 #> 178 1 1 1 -1.049 0.115 -0.938 -0.362 -0.362 -0.362 -1.619 -1.047 -0.833 #> 179 0 0 0 0.066 0.045 0.590 0.502 0.385 0.385 -1.904 0.096 1.881 #> 180 0 0 0 -0.724 0.185 0.008 0.768 0.600 1.105 -2.904 -0.261 0.453 #> 181 0 0 0 0.994 -0.913 0.808 2.759 1.379 1.839 0.524 2.167 2.596 #> 182 2 1 2 -1.018 0.566 -0.611 -0.451 -0.200 -0.099 -2.333 -1.047 -0.547 #> 183 0 0 NA 1.103 -0.245 -0.829 1.102 0.912 NA 1.596 3.024 NA #> 184 0 0 0 0.731 -1.301 -0.029 0.066 -0.019 -0.448 -0.619 0.667 2.096 #> 185 0 0 0 0.329 -0.647 1.208 1.289 1.289 1.502 -1.047 -0.261 0.453 #> 186 0 0 0 0.329 -0.168 1.026 0.028 -0.902 -0.282 -0.976 1.381 2.596 #> 187 0 0 0 0.174 -0.322 0.481 0.994 1.123 1.123 -1.833 -0.619 0.096 #> 188 0 0 0 0.979 -1.199 -0.065 1.734 1.234 1.234 -0.476 0.524 3.381 #> 189 0 0 0 -0.074 0.045 2.008 0.443 0.268 0.560 -2.904 -1.047 0.096 #> 190 0 1 0 -1.080 0.685 -0.065 -0.139 0.152 -0.431 -2.904 -1.619 -0.404 #> 191 0 0 0 -0.213 -0.734 0.081 0.735 0.735 0.516 -1.833 -0.404 0.667 #> 192 1 1 1 -1.188 -1.301 -0.974 -0.448 0.323 -0.448 -1.833 -0.261 1.953 #> 193 0 0 0 1.320 -0.168 0.044 0.400 1.268 1.144 -0.047 1.667 2.953 #> 194 0 0 0 1.087 -0.245 1.135 0.659 0.532 0.279 -0.690 0.881 1.739 #> 195 0 0 0 -0.352 -0.647 0.772 1.147 0.507 1.289 -1.619 -1.047 -0.476 #> 196 1 1 1 -1.127 0.626 -1.265 -0.194 -0.095 0.053 -2.190 -1.190 0.810 #> 197 0 0 0 -0.352 0.045 0.226 0.210 0.385 0.735 -2.904 -0.547 0.596 #> 198 0 0 0 -0.167 2.140 1.026 -0.745 -0.488 -0.328 -2.119 0.024 1.739 #> 199 0 0 NA 1.242 0.381 -1.265 -0.272 -0.855 NA 1.739 2.310 NA #> 200 0 1 1 0.267 -0.168 0.008 -0.344 -0.282 -0.282 -1.833 0.096 1.596 #> 201 0 0 0 -0.987 1.465 -0.756 -0.897 -1.208 -0.936 -1.833 -0.190 0.667 #> 202 1 2 2 -1.173 1.322 -1.229 -0.819 -1.305 -1.062 -2.190 -0.904 0.524 #> 203 2 0 0 0.375 -0.822 -0.283 1.422 1.497 1.557 -1.119 -0.119 1.310 #> 204 1 0 NA 1.645 1.017 -1.265 -0.643 -0.908 NA 0.667 1.667 NA #> 205 0 0 NA 1.242 -0.647 -1.047 2.355 2.355 NA 0.667 1.881 NA #> 206 0 0 NA 1.784 -0.913 -1.265 1.379 0.919 NA 0.667 1.596 NA #> 207 0 0 NA 1.350 -0.822 -1.229 -0.072 -0.072 NA 0.596 1.096 NA #> 208 0 0 0 0.004 -0.563 0.844 1.193 1.262 1.331 -1.976 -0.904 0.381 #> 209 0 0 NA 1.289 -0.399 -0.938 1.609 1.344 NA 1.596 2.596 NA #> 210 0 0 NA 1.614 -0.245 -0.756 -0.291 0.025 NA 1.667 2.239 NA #> 211 0 0 NA 1.753 -0.479 -1.193 1.982 2.185 NA 2.381 2.881 NA #> 212 0 0 0 1.567 1.122 -0.174 0.323 0.323 0.323 0.667 1.453 2.453 #> 213 1 0 1 0.917 1.902 2.117 -1.356 -1.048 -1.528 -0.190 0.596 1.310 #> 214 0 0 0 1.010 0.965 1.717 0.107 -0.117 0.017 0.453 1.310 1.453 #> 215 0 0 0 1.072 0.801 1.681 -0.036 0.058 0.105 0.381 0.524 1.381 #> 216 0 0 0 1.025 -0.245 1.717 1.039 1.039 1.039 0.096 1.024 2.024 #> 217 0 0 NA 1.923 0.252 -1.265 0.493 0.427 NA 1.453 2.453 NA #> 218 0 0 0 0.994 -0.168 1.245 1.280 0.908 0.747 -0.261 0.881 1.596 #> 219 0 0 0 1.041 0.626 0.663 0.201 0.201 0.498 0.810 1.453 2.953 #> 220 0 0 NA 1.660 -1.102 -1.265 2.094 2.094 NA 2.096 3.239 NA #> 221 0 0 NA 1.660 -0.647 -1.265 -0.203 -0.203 NA 0.453 2.881 NA #> 222 0 0 NA 1.970 -0.479 -1.265 1.710 1.710 NA 1.596 2.167 NA #> 223 0 0 NA 1.815 2.217 -1.265 -0.506 -0.882 NA 0.167 2.096 NA #> 224 0 0 NA 2.279 -3.158 -1.265 0.152 0.006 NA 2.381 3.453 NA #> 225 0 0 NA 2.434 0.185 -1.265 1.329 1.161 NA 2.310 2.524 NA #> 226 0 0 NA 1.970 0.626 -1.265 0.251 0.547 NA 2.096 3.096 NA #> 227 0 0 NA 1.196 0.185 -1.265 -0.913 -0.577 NA 0.596 1.453 NA #> 228 0 0 NA 1.505 -0.025 -1.265 0.092 0.092 NA 1.810 2.167 NA #> 229 0 0 NA 1.041 -1.199 -1.229 0.735 -0.348 NA 1.524 1.739 NA #> 230 0 0 NA 1.350 0.503 -1.265 -1.228 -0.615 NA 2.381 3.239 NA #> 231 0 0 NA 1.041 -4.406 -1.265 5.355 5.980 NA 1.381 1.810 NA #> 232 0 0 NA 1.350 -1.301 -0.720 0.066 0.323 NA 2.239 2.667 NA #> 233 0 0 NA 1.505 -4.945 -1.265 5.494 5.494 NA 2.096 2.667 NA #> 234 0 0 NA 1.350 -0.399 -1.265 -0.378 0.615 NA 1.167 2.167 NA #> 235 0 0 NA 1.196 0.252 -1.193 -0.618 -0.453 NA 0.667 1.596 NA #> 236 0 0 NA 1.196 0.185 -1.265 0.264 0.264 NA 1.167 3.167 NA #> 237 0 0 NA 1.660 -0.563 -1.265 -0.126 0.152 NA 0.667 2.667 NA #> 238 0 0 NA 1.660 -2.109 -1.265 3.713 3.713 NA 1.739 2.810 NA #> 239 0 0 NA 1.815 -1.857 -1.265 1.056 2.262 NA 1.810 3.310 NA#> unmarkedFrame Object #> #> 239 sites #> Maximum number of observations per site: 3 #> Mean number of observations per site: 2.76 #> Sites with at least one detection: 40 #> #> Tabulation of y observations: #> 0 1 2 3 4 7 10 12 <NA> #> 576 54 11 9 6 1 1 1 58 #> #> Site-level covariates: #> elev length forest #> Min. :-1.436000 Min. :-4.945000 Min. :-1.2650000 #> 1st Qu.:-0.956500 1st Qu.:-0.563000 1st Qu.:-0.9560000 #> Median :-0.198000 Median : 0.045000 Median :-0.0650000 #> Mean :-0.000046 Mean :-0.000029 Mean : 0.0000669 #> 3rd Qu.: 0.994000 3rd Qu.: 0.626000 3rd Qu.: 0.7900000 #> Max. : 2.434000 Max. : 2.255000 Max. : 2.2990000 #> #> Observation-level covariates: #> ivel date #> Min. :-1.75300 Min. :-2.90400 #> 1st Qu.:-0.66600 1st Qu.:-1.11900 #> Median :-0.13900 Median :-0.11900 #> Mean : 0.00002 Mean : 0.00007 #> 3rd Qu.: 0.54900 3rd Qu.: 1.31000 #> Max. : 5.98000 Max. : 3.81000 #> NA's :52 NA's :42#> Formal class 'unmarkedFramePCount' [package "unmarked"] with 5 slots #> ..@ y : num [1:239, 1:3] 0 0 3 0 3 0 0 0 0 0 ... #> .. ..- attr(*, "dimnames")=List of 2 #> .. .. ..$ : NULL #> .. .. ..$ : chr [1:3] "y.1" "y.2" "y.3" #> ..@ obsCovs :'data.frame': 717 obs. of 2 variables: #> .. ..$ ivel: num [1:717] -0.506 -0.506 -0.506 -0.934 -0.991 ... #> .. ..$ date: num [1:717] -1.76 0.31 1.38 -2.9 -1.05 ... #> ..@ siteCovs:'data.frame': 239 obs. of 3 variables: #> .. ..$ elev : num [1:239] -1.173 -1.127 -0.198 -0.105 -1.034 ... #> .. ..$ length: num [1:239] 0.801 0.115 -0.479 0.315 -1.102 ... #> .. ..$ forest: num [1:239] -1.156 -0.501 -0.101 0.008 -1.193 ... #> ..@ mapInfo : NULL #> ..@ obsToY : num [1:3, 1:3] 1 0 0 0 1 0 0 0 1numSites(mallardUMF)#> [1] 239numY(mallardUMF)#> [1] 3obsNum(mallardUMF)#> [1] 3# Extract components of data getY(mallardUMF)#> y.1 y.2 y.3 #> [1,] 0 0 0 #> [2,] 0 0 0 #> [3,] 3 2 1 #> [4,] 0 0 0 #> [5,] 3 0 3 #> [6,] 0 0 0 #> [7,] 0 0 0 #> [8,] 0 0 0 #> [9,] 0 0 0 #> [10,] 0 0 0 #> [11,] 0 0 0 #> [12,] NA NA NA #> [13,] 0 0 0 #> [14,] 0 0 0 #> [15,] 0 0 0 #> [16,] 0 0 0 #> [17,] 0 0 0 #> [18,] 1 0 1 #> [19,] 0 0 0 #> [20,] 1 1 1 #> [21,] 0 0 0 #> [22,] 0 0 0 #> [23,] 0 0 0 #> [24,] 0 0 0 #> [25,] 0 0 0 #> [26,] 10 12 7 #> [27,] 0 0 0 #> [28,] 0 0 0 #> [29,] 0 0 0 #> [30,] 0 0 0 #> [31,] 0 0 1 #> [32,] 1 1 0 #> [33,] 0 0 0 #> [34,] 0 0 0 #> [35,] 0 0 0 #> [36,] 0 0 0 #> [37,] 0 0 NA #> [38,] 0 0 0 #> [39,] 0 0 0 #> [40,] 0 0 NA #> [41,] 1 0 0 #> [42,] 0 0 0 #> [43,] 0 0 0 #> [44,] 0 0 0 #> [45,] 0 0 0 #> [46,] 0 0 0 #> [47,] 0 0 0 #> [48,] 0 0 0 #> [49,] 0 0 1 #> [50,] 0 0 0 #> [51,] 0 0 0 #> [52,] 0 1 0 #> [53,] 0 0 NA #> [54,] 0 0 0 #> [55,] 0 0 0 #> [56,] 0 0 0 #> [57,] 0 0 0 #> [58,] 0 0 0 #> [59,] 0 0 0 #> [60,] 0 0 0 #> [61,] 2 1 0 #> [62,] 0 0 0 #> [63,] 0 0 0 #> [64,] 0 0 NA #> [65,] 0 0 1 #> [66,] 0 0 0 #> [67,] 0 0 0 #> [68,] 0 0 0 #> [69,] NA NA NA #> [70,] 4 4 4 #> [71,] 0 0 NA #> [72,] 0 0 NA #> [73,] 0 0 0 #> [74,] 0 0 0 #> [75,] 0 0 0 #> [76,] 0 0 0 #> [77,] 0 0 0 #> [78,] 0 0 0 #> [79,] 0 0 0 #> [80,] 0 0 0 #> [81,] 0 0 0 #> [82,] 0 0 0 #> [83,] 0 0 0 #> [84,] 0 0 0 #> [85,] 1 1 1 #> [86,] 0 NA NA #> [87,] 0 0 0 #> [88,] 0 0 0 #> [89,] 0 0 0 #> [90,] 0 NA NA #> [91,] 1 0 0 #> [92,] 0 0 0 #> [93,] 0 0 0 #> [94,] 0 0 0 #> [95,] 0 0 0 #> [96,] 0 0 0 #> [97,] 0 0 0 #> [98,] 0 0 0 #> [99,] 0 0 0 #> [100,] 0 0 0 #> [101,] 0 0 0 #> [102,] 0 1 0 #> [103,] 0 0 NA #> [104,] 0 0 0 #> [105,] 0 0 0 #> [106,] 0 0 0 #> [107,] 0 0 0 #> [108,] 1 1 0 #> [109,] 0 0 0 #> [110,] 0 0 0 #> [111,] 0 0 0 #> [112,] 0 0 0 #> [113,] 1 1 1 #> [114,] 0 0 0 #> [115,] 0 0 0 #> [116,] 0 0 0 #> [117,] 0 1 0 #> [118,] NA NA NA #> [119,] 0 0 0 #> [120,] 0 0 0 #> [121,] 0 0 0 #> [122,] 0 0 0 #> [123,] 1 1 0 #> [124,] 4 4 0 #> [125,] 0 0 0 #> [126,] 0 0 0 #> [127,] 0 0 NA #> [128,] 0 0 0 #> [129,] 0 0 0 #> [130,] 0 0 0 #> [131,] 1 1 1 #> [132,] 0 0 0 #> [133,] 3 1 1 #> [134,] 0 0 0 #> [135,] 0 0 0 #> [136,] 0 0 0 #> [137,] 2 2 0 #> [138,] 1 1 0 #> [139,] 0 0 0 #> [140,] 0 0 0 #> [141,] 0 0 0 #> [142,] 1 0 1 #> [143,] 0 0 0 #> [144,] 0 0 0 #> [145,] 0 0 0 #> [146,] NA NA NA #> [147,] 0 0 NA #> [148,] 0 0 0 #> [149,] 2 1 0 #> [150,] 0 0 NA #> [151,] 0 0 0 #> [152,] 0 0 0 #> [153,] 0 0 0 #> [154,] 4 3 3 #> [155,] 0 0 NA #> [156,] 0 0 0 #> [157,] 0 0 0 #> [158,] 0 2 0 #> [159,] 0 0 0 #> [160,] 0 0 0 #> [161,] 0 0 0 #> [162,] 0 0 0 #> [163,] 0 0 0 #> [164,] 0 0 0 #> [165,] 0 0 0 #> [166,] 0 0 0 #> [167,] 0 0 NA #> [168,] 0 0 0 #> [169,] 0 0 0 #> [170,] 0 0 0 #> [171,] 0 0 0 #> [172,] 0 0 0 #> [173,] 0 0 0 #> [174,] 0 0 0 #> [175,] 0 0 0 #> [176,] 0 0 0 #> [177,] 3 3 3 #> [178,] 1 1 1 #> [179,] 0 0 0 #> [180,] 0 0 0 #> [181,] 0 0 0 #> [182,] 2 1 2 #> [183,] 0 0 NA #> [184,] 0 0 0 #> [185,] 0 0 0 #> [186,] 0 0 0 #> [187,] 0 0 0 #> [188,] 0 0 0 #> [189,] 0 0 0 #> [190,] 0 1 0 #> [191,] 0 0 0 #> [192,] 1 1 1 #> [193,] 0 0 0 #> [194,] 0 0 0 #> [195,] 0 0 0 #> [196,] 1 1 1 #> [197,] 0 0 0 #> [198,] 0 0 0 #> [199,] 0 0 NA #> [200,] 0 1 1 #> [201,] 0 0 0 #> [202,] 1 2 2 #> [203,] 2 0 0 #> [204,] 1 0 NA #> [205,] 0 0 NA #> [206,] 0 0 NA #> [207,] 0 0 NA #> [208,] 0 0 0 #> [209,] 0 0 NA #> [210,] 0 0 NA #> [211,] 0 0 NA #> [212,] 0 0 0 #> [213,] 1 0 1 #> [214,] 0 0 0 #> [215,] 0 0 0 #> [216,] 0 0 0 #> [217,] 0 0 NA #> [218,] 0 0 0 #> [219,] 0 0 0 #> [220,] 0 0 NA #> [221,] 0 0 NA #> [222,] 0 0 NA #> [223,] 0 0 NA #> [224,] 0 0 NA #> [225,] 0 0 NA #> [226,] 0 0 NA #> [227,] 0 0 NA #> [228,] 0 0 NA #> [229,] 0 0 NA #> [230,] 0 0 NA #> [231,] 0 0 NA #> [232,] 0 0 NA #> [233,] 0 0 NA #> [234,] 0 0 NA #> [235,] 0 0 NA #> [236,] 0 0 NA #> [237,] 0 0 NA #> [238,] 0 0 NA #> [239,] 0 0 NAobsCovs(mallardUMF)#> ivel date #> 1 -0.506 -1.761 #> 2 -0.506 0.310 #> 3 -0.506 1.381 #> 4 -0.934 -2.904 #> 5 -0.991 -1.047 #> 6 -1.162 0.596 #> 7 -1.136 -1.690 #> 8 -1.339 -0.476 #> 9 -1.610 1.453 #> 10 -0.819 -2.190 #> 11 -0.927 -0.690 #> 12 -1.197 1.239 #> 13 0.638 -1.833 #> 14 0.880 0.167 #> 15 1.042 1.381 #> 16 -1.329 -2.619 #> 17 -1.042 0.167 #> 18 -0.899 1.381 #> 19 -1.448 -2.690 #> 20 -1.562 -1.190 #> 21 -1.676 1.596 #> 22 -0.321 -2.119 #> 23 -0.557 -0.476 #> 24 -0.636 1.453 #> 25 -0.231 -2.047 #> 26 -0.231 -0.547 #> 27 -0.001 1.167 #> 28 -1.097 -2.333 #> 29 -1.021 -1.119 #> 30 -0.832 -0.261 #> 31 -0.224 -1.690 #> 32 0.058 0.453 #> 33 -0.224 1.453 #> 34 NA -1.047 #> 35 NA 0.739 #> 36 NA 2.596 #> 37 0.417 -1.833 #> 38 0.284 -0.333 #> 39 0.549 1.953 #> 40 -1.354 -0.904 #> 41 -1.014 1.096 #> 42 -1.159 1.239 #> 43 -1.117 -2.547 #> 44 -0.224 -0.261 #> 45 -0.788 1.310 #> 46 -0.278 -1.333 #> 47 -0.182 0.310 #> 48 0.009 1.524 #> 49 -0.483 -1.833 #> 50 -0.884 -1.047 #> 51 -0.819 0.524 #> 52 -1.070 -2.333 #> 53 -1.258 -0.976 #> 54 -1.211 2.310 #> 55 -1.115 -2.404 #> 56 -0.735 -0.833 #> 57 -0.482 0.667 #> 58 -0.862 -1.333 #> 59 -1.115 -0.261 #> 60 -0.988 1.524 #> 61 -0.242 0.024 #> 62 -0.242 1.524 #> 63 -0.399 3.239 #> 64 -0.462 -1.690 #> 65 -0.615 -0.261 #> 66 -0.462 1.596 #> 67 -0.358 -1.976 #> 68 -0.212 -0.476 #> 69 0.735 1.239 #> 70 0.417 -0.476 #> 71 0.682 0.596 #> 72 0.639 1.667 #> 73 -0.458 -2.404 #> 74 -1.542 -0.976 #> 75 -1.434 0.524 #> 76 1.866 -2.619 #> 77 1.883 -0.547 #> 78 0.923 0.524 #> 79 -0.264 -2.761 #> 80 0.568 -0.619 #> 81 -0.264 0.881 #> 82 0.427 -1.190 #> 83 0.702 0.453 #> 84 0.482 2.596 #> 85 -0.420 -0.619 #> 86 -0.264 0.524 #> 87 -0.108 2.310 #> 88 0.952 -1.047 #> 89 1.409 0.453 #> 90 1.237 2.096 #> 91 0.904 -2.190 #> 92 0.913 -0.619 #> 93 1.054 0.310 #> 94 -1.697 -2.904 #> 95 -1.753 -0.976 #> 96 -1.585 1.453 #> 97 -1.067 -1.761 #> 98 -1.543 -0.547 #> 99 -1.437 -0.404 #> 100 -0.837 -1.333 #> 101 -0.472 -0.261 #> 102 -0.639 1.310 #> 103 0.568 -2.119 #> 104 0.152 -0.119 #> 105 0.152 0.596 #> 106 0.223 -0.761 #> 107 -0.630 -0.190 #> 108 -0.203 0.596 #> 109 0.977 1.096 #> 110 0.042 2.881 #> 111 NA NA #> 112 0.952 0.453 #> 113 1.123 1.381 #> 114 1.180 2.167 #> 115 0.395 -2.119 #> 116 -0.010 -0.261 #> 117 0.152 1.596 #> 118 0.338 1.596 #> 119 0.586 2.096 #> 120 NA NA #> 121 -0.727 -2.190 #> 122 -1.097 -1.261 #> 123 -1.004 1.096 #> 124 -0.819 -0.476 #> 125 -0.738 1.310 #> 126 -0.981 1.953 #> 127 0.240 -1.833 #> 128 0.240 -0.761 #> 129 0.682 0.596 #> 130 -0.139 -2.333 #> 131 -0.139 -0.619 #> 132 0.298 1.453 #> 133 -1.508 -1.833 #> 134 -1.644 -0.833 #> 135 -1.474 0.596 #> 136 -0.101 0.096 #> 137 -0.228 0.667 #> 138 -0.101 1.596 #> 139 -0.539 -1.833 #> 140 -0.688 -1.047 #> 141 -0.737 0.596 #> 142 0.897 -1.904 #> 143 0.491 -0.261 #> 144 0.491 2.596 #> 145 -0.374 -1.833 #> 146 -0.469 -0.119 #> 147 -0.660 2.167 #> 148 -0.308 -1.976 #> 149 -0.308 -0.404 #> 150 -0.308 1.596 #> 151 -1.199 -2.119 #> 152 -0.904 -0.619 #> 153 -1.157 0.524 #> 154 -0.984 -2.190 #> 155 -0.589 -0.547 #> 156 -0.836 1.524 #> 157 -0.042 -0.547 #> 158 -0.237 0.810 #> 159 NA NA #> 160 0.073 -2.619 #> 161 0.546 -0.833 #> 162 0.231 0.596 #> 163 -1.097 -1.690 #> 164 -1.216 -1.190 #> 165 -1.037 -0.547 #> 166 0.334 -2.333 #> 167 0.425 -0.261 #> 168 0.789 0.524 #> 169 0.662 -2.404 #> 170 0.735 -1.333 #> 171 0.516 0.381 #> 172 -0.206 -0.476 #> 173 0.101 1.096 #> 174 -0.001 1.667 #> 175 -1.568 -2.690 #> 176 -1.520 -0.761 #> 177 -1.615 0.381 #> 178 0.568 -2.904 #> 179 0.568 -1.047 #> 180 0.568 0.096 #> 181 -1.097 -2.404 #> 182 -1.051 -1.261 #> 183 -1.189 0.453 #> 184 -0.394 -1.976 #> 185 -0.394 -0.976 #> 186 -0.212 -0.476 #> 187 -1.212 -2.404 #> 188 -1.274 0.096 #> 189 -1.491 1.667 #> 190 0.919 2.667 #> 191 0.459 3.239 #> 192 NA NA #> 193 -0.019 -2.261 #> 194 -0.362 -0.619 #> 195 -0.819 0.167 #> 196 -0.123 -2.333 #> 197 0.207 -0.261 #> 198 0.702 0.667 #> 199 -0.735 -2.404 #> 200 -0.228 -0.976 #> 201 -0.228 1.024 #> 202 -0.672 -2.404 #> 203 -0.672 -0.619 #> 204 -0.672 -0.190 #> 205 -0.476 -2.547 #> 206 -0.610 -1.190 #> 207 -0.520 0.596 #> 208 0.429 -1.833 #> 209 0.984 -0.261 #> 210 0.984 0.667 #> 211 0.666 1.596 #> 212 0.666 2.667 #> 213 NA NA #> 214 -0.417 2.453 #> 215 -0.985 3.024 #> 216 NA NA #> 217 -0.803 -1.904 #> 218 -0.903 -0.976 #> 219 -0.903 0.810 #> 220 -0.172 -1.976 #> 221 -0.172 -0.476 #> 222 0.152 1.310 #> 223 -0.785 -2.047 #> 224 -0.889 -0.547 #> 225 -1.097 0.596 #> 226 -0.792 -2.261 #> 227 -0.669 -0.261 #> 228 -0.546 1.524 #> 229 -0.795 0.739 #> 230 -1.014 1.739 #> 231 -0.722 2.881 #> 232 0.647 -1.833 #> 233 0.592 -0.904 #> 234 0.207 0.167 #> 235 -0.308 -0.261 #> 236 0.305 1.596 #> 237 -0.104 2.596 #> 238 0.298 -2.190 #> 239 0.298 0.453 #> 240 0.006 1.453 #> 241 1.382 -1.833 #> 242 0.605 -0.761 #> 243 0.346 -0.119 #> 244 -0.394 -2.904 #> 245 -0.212 -1.190 #> 246 -0.394 -0.476 #> 247 -0.669 -2.690 #> 248 -0.546 -1.261 #> 249 -0.423 0.310 #> 250 0.476 -2.404 #> 251 0.476 -0.761 #> 252 0.638 0.524 #> 253 -0.941 -1.833 #> 254 -0.941 -0.833 #> 255 -0.941 0.453 #> 256 -0.601 0.453 #> 257 NA 1.596 #> 258 NA NA #> 259 0.735 -1.904 #> 260 0.560 -0.833 #> 261 0.035 0.596 #> 262 1.076 0.524 #> 263 0.863 1.310 #> 264 1.076 1.667 #> 265 -0.212 -2.404 #> 266 0.334 -0.976 #> 267 -0.030 0.596 #> 268 -1.513 -2.904 #> 269 NA -0.904 #> 270 NA 1.096 #> 271 -0.958 -2.761 #> 272 -1.143 -1.404 #> 273 -0.264 0.024 #> 274 0.516 -2.333 #> 275 0.759 -0.547 #> 276 0.820 1.381 #> 277 -0.692 -2.190 #> 278 -0.615 -0.547 #> 279 -0.615 1.096 #> 280 -0.172 -2.404 #> 281 0.368 -1.190 #> 282 -0.064 -0.261 #> 283 0.090 -0.190 #> 284 0.214 1.167 #> 285 0.214 1.667 #> 286 -0.731 -2.261 #> 287 -0.466 -1.690 #> 288 -0.554 0.381 #> 289 0.481 -2.261 #> 290 0.199 -0.833 #> 291 0.622 0.167 #> 292 -1.428 -1.904 #> 293 -1.132 -0.904 #> 294 -1.280 1.096 #> 295 -0.004 -0.261 #> 296 0.256 1.096 #> 297 0.672 1.739 #> 298 -0.443 -0.976 #> 299 -0.264 -0.476 #> 300 0.271 0.739 #> 301 -0.394 -2.190 #> 302 0.061 -1.190 #> 303 -0.394 0.524 #> 304 -0.366 -2.404 #> 305 -1.143 -0.904 #> 306 -1.273 -0.119 #> 307 -0.312 1.310 #> 308 -0.047 3.239 #> 309 NA NA #> 310 0.152 -0.761 #> 311 0.152 1.381 #> 312 -0.200 3.167 #> 313 0.417 -0.261 #> 314 0.735 0.381 #> 315 -0.007 1.596 #> 316 0.558 -0.404 #> 317 0.965 0.453 #> 318 0.558 1.524 #> 319 -0.194 -2.333 #> 320 -0.293 -0.833 #> 321 -0.144 0.667 #> 322 -0.431 -2.547 #> 323 -0.166 -1.619 #> 324 -0.219 0.524 #> 325 -0.348 -1.976 #> 326 0.035 -0.547 #> 327 -0.098 0.596 #> 328 0.984 -0.833 #> 329 0.984 0.524 #> 330 0.984 1.667 #> 331 -1.014 -1.619 #> 332 -1.055 -1.119 #> 333 -1.014 1.596 #> 334 -1.148 -1.190 #> 335 -1.058 -0.976 #> 336 -1.148 0.096 #> 337 -0.605 -2.333 #> 338 -0.264 -0.261 #> 339 -0.491 1.096 #> 340 0.880 1.239 #> 341 1.245 1.596 #> 342 1.245 1.953 #> 343 -0.554 -1.976 #> 344 -0.025 -0.190 #> 345 0.240 0.524 #> 346 -0.355 -2.333 #> 347 -0.482 -0.547 #> 348 -0.608 1.453 #> 349 -0.524 -1.976 #> 350 -0.472 -0.547 #> 351 -0.837 0.596 #> 352 0.355 -2.333 #> 353 0.694 -0.904 #> 354 1.033 0.667 #> 355 -0.729 -2.333 #> 356 -0.729 -0.976 #> 357 -0.322 0.667 #> 358 -1.393 -2.333 #> 359 -1.498 -1.047 #> 360 -1.217 0.596 #> 361 -0.010 -0.333 #> 362 -0.010 2.667 #> 363 0.152 2.739 #> 364 0.006 -2.333 #> 365 0.443 -0.833 #> 366 0.370 0.596 #> 367 -0.997 -1.833 #> 368 -0.505 -0.261 #> 369 -0.423 0.667 #> 370 -1.108 -2.333 #> 371 -0.872 -0.404 #> 372 -0.990 0.667 #> 373 -0.513 -2.547 #> 374 -0.666 -0.547 #> 375 -0.615 0.167 #> 376 1.973 2.167 #> 377 1.791 3.096 #> 378 1.609 3.524 #> 379 3.066 1.881 #> 380 3.066 3.024 #> 381 NA NA #> 382 -0.413 -2.547 #> 383 -0.283 -1.190 #> 384 0.108 0.881 #> 385 -0.834 -2.690 #> 386 -0.655 -0.547 #> 387 -0.852 -0.261 #> 388 -1.377 -1.976 #> 389 -1.377 0.310 #> 390 -1.424 0.810 #> 391 -0.647 -2.690 #> 392 0.058 -0.833 #> 393 0.246 0.881 #> 394 -0.984 1.096 #> 395 -0.539 1.596 #> 396 -0.539 2.096 #> 397 -0.681 -2.761 #> 398 -1.027 -1.333 #> 399 -0.819 1.381 #> 400 -1.148 -2.761 #> 401 -1.148 -1.047 #> 402 -1.148 0.524 #> 403 -1.014 -2.404 #> 404 -0.664 -0.904 #> 405 -0.664 1.096 #> 406 0.104 -1.976 #> 407 0.104 -0.619 #> 408 0.582 1.310 #> 409 1.168 -2.261 #> 410 1.507 -1.190 #> 411 1.101 0.524 #> 412 -1.122 -2.547 #> 413 -0.334 -0.547 #> 414 -0.161 0.739 #> 415 0.557 0.596 #> 416 0.314 1.524 #> 417 0.880 1.667 #> 418 -1.097 -2.690 #> 419 -0.889 -0.190 #> 420 -0.847 0.810 #> 421 -0.652 -0.904 #> 422 -0.652 -0.476 #> 423 -0.652 0.524 #> 424 0.568 -1.119 #> 425 0.984 -0.119 #> 426 2.649 1.524 #> 427 -0.469 -2.404 #> 428 -0.182 -0.190 #> 429 -0.182 2.024 #> 430 -1.088 -2.333 #> 431 -0.716 -0.619 #> 432 -0.902 0.881 #> 433 -0.086 -2.833 #> 434 -0.026 -0.976 #> 435 0.509 0.739 #> 436 NA -2.333 #> 437 NA -0.476 #> 438 NA 0.667 #> 439 -0.735 0.739 #> 440 -0.482 2.167 #> 441 NA NA #> 442 -0.042 -1.047 #> 443 -0.042 -0.476 #> 444 0.152 1.096 #> 445 -1.249 -1.976 #> 446 -1.417 -0.547 #> 447 -1.361 0.596 #> 448 -0.373 -0.761 #> 449 -0.314 0.096 #> 450 NA 1.310 #> 451 1.013 1.167 #> 452 1.145 2.167 #> 453 1.278 3.167 #> 454 -0.081 -0.190 #> 455 -0.373 1.310 #> 456 -0.442 2.167 #> 457 0.342 -2.690 #> 458 0.215 -0.547 #> 459 0.659 1.453 #> 460 -0.451 -1.904 #> 461 -0.551 -0.619 #> 462 -0.551 0.596 #> 463 1.225 0.739 #> 464 1.225 2.453 #> 465 NA NA #> 466 -0.862 -2.547 #> 467 -0.862 -0.261 #> 468 -1.115 2.167 #> 469 -1.196 -2.333 #> 470 -0.935 -1.047 #> 471 -1.153 0.667 #> 472 -0.482 -1.833 #> 473 -0.101 -0.476 #> 474 -0.101 0.667 #> 475 0.806 -1.761 #> 476 0.806 -1.119 #> 477 0.806 -0.261 #> 478 0.806 -1.761 #> 479 0.806 -1.119 #> 480 0.806 -0.261 #> 481 0.735 -2.404 #> 482 0.851 -0.833 #> 483 1.201 1.596 #> 484 -0.060 -2.404 #> 485 -0.060 -0.833 #> 486 0.099 1.167 #> 487 0.467 -0.547 #> 488 0.073 1.239 #> 489 -0.084 1.739 #> 490 -1.485 -2.761 #> 491 -1.245 -1.761 #> 492 -1.325 -0.119 #> 493 1.502 0.953 #> 494 1.502 2.381 #> 495 1.076 3.810 #> 496 -0.264 -2.333 #> 497 -0.264 -0.404 #> 498 -0.383 0.596 #> 499 0.615 -0.404 #> 500 0.615 1.596 #> 501 NA NA #> 502 3.066 0.096 #> 503 3.267 1.596 #> 504 2.965 3.381 #> 505 -0.113 -0.476 #> 506 -0.378 0.596 #> 507 -0.554 1.739 #> 508 2.119 -0.547 #> 509 1.609 -0.261 #> 510 1.609 0.596 #> 511 0.099 -1.690 #> 512 0.099 -0.619 #> 513 0.258 0.381 #> 514 0.152 -2.333 #> 515 0.298 0.167 #> 516 0.103 1.310 #> 517 -0.350 -1.619 #> 518 -0.652 -0.261 #> 519 -0.602 0.596 #> 520 0.318 -2.119 #> 521 0.318 -0.547 #> 522 0.735 0.453 #> 523 -0.510 -2.190 #> 524 0.086 -0.619 #> 525 -0.179 -0.261 #> 526 0.436 -2.261 #> 527 0.010 -0.476 #> 528 0.436 1.453 #> 529 -0.086 -2.690 #> 530 -0.264 -1.690 #> 531 -0.443 -0.619 #> 532 -0.362 -1.619 #> 533 -0.362 -1.047 #> 534 -0.362 -0.833 #> 535 0.502 -1.904 #> 536 0.385 0.096 #> 537 0.385 1.881 #> 538 0.768 -2.904 #> 539 0.600 -0.261 #> 540 1.105 0.453 #> 541 2.759 0.524 #> 542 1.379 2.167 #> 543 1.839 2.596 #> 544 -0.451 -2.333 #> 545 -0.200 -1.047 #> 546 -0.099 -0.547 #> 547 1.102 1.596 #> 548 0.912 3.024 #> 549 NA NA #> 550 0.066 -0.619 #> 551 -0.019 0.667 #> 552 -0.448 2.096 #> 553 1.289 -1.047 #> 554 1.289 -0.261 #> 555 1.502 0.453 #> 556 0.028 -0.976 #> 557 -0.902 1.381 #> 558 -0.282 2.596 #> 559 0.994 -1.833 #> 560 1.123 -0.619 #> 561 1.123 0.096 #> 562 1.734 -0.476 #> 563 1.234 0.524 #> 564 1.234 3.381 #> 565 0.443 -2.904 #> 566 0.268 -1.047 #> 567 0.560 0.096 #> 568 -0.139 -2.904 #> 569 0.152 -1.619 #> 570 -0.431 -0.404 #> 571 0.735 -1.833 #> 572 0.735 -0.404 #> 573 0.516 0.667 #> 574 -0.448 -1.833 #> 575 0.323 -0.261 #> 576 -0.448 1.953 #> 577 0.400 -0.047 #> 578 1.268 1.667 #> 579 1.144 2.953 #> 580 0.659 -0.690 #> 581 0.532 0.881 #> 582 0.279 1.739 #> 583 1.147 -1.619 #> 584 0.507 -1.047 #> 585 1.289 -0.476 #> 586 -0.194 -2.190 #> 587 -0.095 -1.190 #> 588 0.053 0.810 #> 589 0.210 -2.904 #> 590 0.385 -0.547 #> 591 0.735 0.596 #> 592 -0.745 -2.119 #> 593 -0.488 0.024 #> 594 -0.328 1.739 #> 595 -0.272 1.739 #> 596 -0.855 2.310 #> 597 NA NA #> 598 -0.344 -1.833 #> 599 -0.282 0.096 #> 600 -0.282 1.596 #> 601 -0.897 -1.833 #> 602 -1.208 -0.190 #> 603 -0.936 0.667 #> 604 -0.819 -2.190 #> 605 -1.305 -0.904 #> 606 -1.062 0.524 #> 607 1.422 -1.119 #> 608 1.497 -0.119 #> 609 1.557 1.310 #> 610 -0.643 0.667 #> 611 -0.908 1.667 #> 612 NA NA #> 613 2.355 0.667 #> 614 2.355 1.881 #> 615 NA NA #> 616 1.379 0.667 #> 617 0.919 1.596 #> 618 NA NA #> 619 -0.072 0.596 #> 620 -0.072 1.096 #> 621 NA NA #> 622 1.193 -1.976 #> 623 1.262 -0.904 #> 624 1.331 0.381 #> 625 1.609 1.596 #> 626 1.344 2.596 #> 627 NA NA #> 628 -0.291 1.667 #> 629 0.025 2.239 #> 630 NA NA #> 631 1.982 2.381 #> 632 2.185 2.881 #> 633 NA NA #> 634 0.323 0.667 #> 635 0.323 1.453 #> 636 0.323 2.453 #> 637 -1.356 -0.190 #> 638 -1.048 0.596 #> 639 -1.528 1.310 #> 640 0.107 0.453 #> 641 -0.117 1.310 #> 642 0.017 1.453 #> 643 -0.036 0.381 #> 644 0.058 0.524 #> 645 0.105 1.381 #> 646 1.039 0.096 #> 647 1.039 1.024 #> 648 1.039 2.024 #> 649 0.493 1.453 #> 650 0.427 2.453 #> 651 NA NA #> 652 1.280 -0.261 #> 653 0.908 0.881 #> 654 0.747 1.596 #> 655 0.201 0.810 #> 656 0.201 1.453 #> 657 0.498 2.953 #> 658 2.094 2.096 #> 659 2.094 3.239 #> 660 NA NA #> 661 -0.203 0.453 #> 662 -0.203 2.881 #> 663 NA NA #> 664 1.710 1.596 #> 665 1.710 2.167 #> 666 NA NA #> 667 -0.506 0.167 #> 668 -0.882 2.096 #> 669 NA NA #> 670 0.152 2.381 #> 671 0.006 3.453 #> 672 NA NA #> 673 1.329 2.310 #> 674 1.161 2.524 #> 675 NA NA #> 676 0.251 2.096 #> 677 0.547 3.096 #> 678 NA NA #> 679 -0.913 0.596 #> 680 -0.577 1.453 #> 681 NA NA #> 682 0.092 1.810 #> 683 0.092 2.167 #> 684 NA NA #> 685 0.735 1.524 #> 686 -0.348 1.739 #> 687 NA NA #> 688 -1.228 2.381 #> 689 -0.615 3.239 #> 690 NA NA #> 691 5.355 1.381 #> 692 5.980 1.810 #> 693 NA NA #> 694 0.066 2.239 #> 695 0.323 2.667 #> 696 NA NA #> 697 5.494 2.096 #> 698 5.494 2.667 #> 699 NA NA #> 700 -0.378 1.167 #> 701 0.615 2.167 #> 702 NA NA #> 703 -0.618 0.667 #> 704 -0.453 1.596 #> 705 NA NA #> 706 0.264 1.167 #> 707 0.264 3.167 #> 708 NA NA #> 709 -0.126 0.667 #> 710 0.152 2.667 #> 711 NA NA #> 712 3.713 1.739 #> 713 3.713 2.810 #> 714 NA NA #> 715 1.056 1.810 #> 716 2.262 3.310 #> 717 NA NAobsCovs(mallardUMF, matrices = TRUE)#> $ivel #> [,1] [,2] [,3] #> [1,] -0.506 -0.506 -0.506 #> [2,] -0.934 -0.991 -1.162 #> [3,] -1.136 -1.339 -1.610 #> [4,] -0.819 -0.927 -1.197 #> [5,] 0.638 0.880 1.042 #> [6,] -1.329 -1.042 -0.899 #> [7,] -1.448 -1.562 -1.676 #> [8,] -0.321 -0.557 -0.636 #> [9,] -0.231 -0.231 -0.001 #> [10,] -1.097 -1.021 -0.832 #> [11,] -0.224 0.058 -0.224 #> [12,] NA NA NA #> [13,] 0.417 0.284 0.549 #> [14,] -1.354 -1.014 -1.159 #> [15,] -1.117 -0.224 -0.788 #> [16,] -0.278 -0.182 0.009 #> [17,] -0.483 -0.884 -0.819 #> [18,] -1.070 -1.258 -1.211 #> [19,] -1.115 -0.735 -0.482 #> [20,] -0.862 -1.115 -0.988 #> [21,] -0.242 -0.242 -0.399 #> [22,] -0.462 -0.615 -0.462 #> [23,] -0.358 -0.212 0.735 #> [24,] 0.417 0.682 0.639 #> [25,] -0.458 -1.542 -1.434 #> [26,] 1.866 1.883 0.923 #> [27,] -0.264 0.568 -0.264 #> [28,] 0.427 0.702 0.482 #> [29,] -0.420 -0.264 -0.108 #> [30,] 0.952 1.409 1.237 #> [31,] 0.904 0.913 1.054 #> [32,] -1.697 -1.753 -1.585 #> [33,] -1.067 -1.543 -1.437 #> [34,] -0.837 -0.472 -0.639 #> [35,] 0.568 0.152 0.152 #> [36,] 0.223 -0.630 -0.203 #> [37,] 0.977 0.042 NA #> [38,] 0.952 1.123 1.180 #> [39,] 0.395 -0.010 0.152 #> [40,] 0.338 0.586 NA #> [41,] -0.727 -1.097 -1.004 #> [42,] -0.819 -0.738 -0.981 #> [43,] 0.240 0.240 0.682 #> [44,] -0.139 -0.139 0.298 #> [45,] -1.508 -1.644 -1.474 #> [46,] -0.101 -0.228 -0.101 #> [47,] -0.539 -0.688 -0.737 #> [48,] 0.897 0.491 0.491 #> [49,] -0.374 -0.469 -0.660 #> [50,] -0.308 -0.308 -0.308 #> [51,] -1.199 -0.904 -1.157 #> [52,] -0.984 -0.589 -0.836 #> [53,] -0.042 -0.237 NA #> [54,] 0.073 0.546 0.231 #> [55,] -1.097 -1.216 -1.037 #> [56,] 0.334 0.425 0.789 #> [57,] 0.662 0.735 0.516 #> [58,] -0.206 0.101 -0.001 #> [59,] -1.568 -1.520 -1.615 #> [60,] 0.568 0.568 0.568 #> [61,] -1.097 -1.051 -1.189 #> [62,] -0.394 -0.394 -0.212 #> [63,] -1.212 -1.274 -1.491 #> [64,] 0.919 0.459 NA #> [65,] -0.019 -0.362 -0.819 #> [66,] -0.123 0.207 0.702 #> [67,] -0.735 -0.228 -0.228 #> [68,] -0.672 -0.672 -0.672 #> [69,] -0.476 -0.610 -0.520 #> [70,] 0.429 0.984 0.984 #> [71,] 0.666 0.666 NA #> [72,] -0.417 -0.985 NA #> [73,] -0.803 -0.903 -0.903 #> [74,] -0.172 -0.172 0.152 #> [75,] -0.785 -0.889 -1.097 #> [76,] -0.792 -0.669 -0.546 #> [77,] -0.795 -1.014 -0.722 #> [78,] 0.647 0.592 0.207 #> [79,] -0.308 0.305 -0.104 #> [80,] 0.298 0.298 0.006 #> [81,] 1.382 0.605 0.346 #> [82,] -0.394 -0.212 -0.394 #> [83,] -0.669 -0.546 -0.423 #> [84,] 0.476 0.476 0.638 #> [85,] -0.941 -0.941 -0.941 #> [86,] -0.601 NA NA #> [87,] 0.735 0.560 0.035 #> [88,] 1.076 0.863 1.076 #> [89,] -0.212 0.334 -0.030 #> [90,] -1.513 NA NA #> [91,] -0.958 -1.143 -0.264 #> [92,] 0.516 0.759 0.820 #> [93,] -0.692 -0.615 -0.615 #> [94,] -0.172 0.368 -0.064 #> [95,] 0.090 0.214 0.214 #> [96,] -0.731 -0.466 -0.554 #> [97,] 0.481 0.199 0.622 #> [98,] -1.428 -1.132 -1.280 #> [99,] -0.004 0.256 0.672 #> [100,] -0.443 -0.264 0.271 #> [101,] -0.394 0.061 -0.394 #> [102,] -0.366 -1.143 -1.273 #> [103,] -0.312 -0.047 NA #> [104,] 0.152 0.152 -0.200 #> [105,] 0.417 0.735 -0.007 #> [106,] 0.558 0.965 0.558 #> [107,] -0.194 -0.293 -0.144 #> [108,] -0.431 -0.166 -0.219 #> [109,] -0.348 0.035 -0.098 #> [110,] 0.984 0.984 0.984 #> [111,] -1.014 -1.055 -1.014 #> [112,] -1.148 -1.058 -1.148 #> [113,] -0.605 -0.264 -0.491 #> [114,] 0.880 1.245 1.245 #> [115,] -0.554 -0.025 0.240 #> [116,] -0.355 -0.482 -0.608 #> [117,] -0.524 -0.472 -0.837 #> [118,] 0.355 0.694 1.033 #> [119,] -0.729 -0.729 -0.322 #> [120,] -1.393 -1.498 -1.217 #> [121,] -0.010 -0.010 0.152 #> [122,] 0.006 0.443 0.370 #> [123,] -0.997 -0.505 -0.423 #> [124,] -1.108 -0.872 -0.990 #> [125,] -0.513 -0.666 -0.615 #> [126,] 1.973 1.791 1.609 #> [127,] 3.066 3.066 NA #> [128,] -0.413 -0.283 0.108 #> [129,] -0.834 -0.655 -0.852 #> [130,] -1.377 -1.377 -1.424 #> [131,] -0.647 0.058 0.246 #> [132,] -0.984 -0.539 -0.539 #> [133,] -0.681 -1.027 -0.819 #> [134,] -1.148 -1.148 -1.148 #> [135,] -1.014 -0.664 -0.664 #> [136,] 0.104 0.104 0.582 #> [137,] 1.168 1.507 1.101 #> [138,] -1.122 -0.334 -0.161 #> [139,] 0.557 0.314 0.880 #> [140,] -1.097 -0.889 -0.847 #> [141,] -0.652 -0.652 -0.652 #> [142,] 0.568 0.984 2.649 #> [143,] -0.469 -0.182 -0.182 #> [144,] -1.088 -0.716 -0.902 #> [145,] -0.086 -0.026 0.509 #> [146,] NA NA NA #> [147,] -0.735 -0.482 NA #> [148,] -0.042 -0.042 0.152 #> [149,] -1.249 -1.417 -1.361 #> [150,] -0.373 -0.314 NA #> [151,] 1.013 1.145 1.278 #> [152,] -0.081 -0.373 -0.442 #> [153,] 0.342 0.215 0.659 #> [154,] -0.451 -0.551 -0.551 #> [155,] 1.225 1.225 NA #> [156,] -0.862 -0.862 -1.115 #> [157,] -1.196 -0.935 -1.153 #> [158,] -0.482 -0.101 -0.101 #> [159,] 0.806 0.806 0.806 #> [160,] 0.806 0.806 0.806 #> [161,] 0.735 0.851 1.201 #> [162,] -0.060 -0.060 0.099 #> [163,] 0.467 0.073 -0.084 #> [164,] -1.485 -1.245 -1.325 #> [165,] 1.502 1.502 1.076 #> [166,] -0.264 -0.264 -0.383 #> [167,] 0.615 0.615 NA #> [168,] 3.066 3.267 2.965 #> [169,] -0.113 -0.378 -0.554 #> [170,] 2.119 1.609 1.609 #> [171,] 0.099 0.099 0.258 #> [172,] 0.152 0.298 0.103 #> [173,] -0.350 -0.652 -0.602 #> [174,] 0.318 0.318 0.735 #> [175,] -0.510 0.086 -0.179 #> [176,] 0.436 0.010 0.436 #> [177,] -0.086 -0.264 -0.443 #> [178,] -0.362 -0.362 -0.362 #> [179,] 0.502 0.385 0.385 #> [180,] 0.768 0.600 1.105 #> [181,] 2.759 1.379 1.839 #> [182,] -0.451 -0.200 -0.099 #> [183,] 1.102 0.912 NA #> [184,] 0.066 -0.019 -0.448 #> [185,] 1.289 1.289 1.502 #> [186,] 0.028 -0.902 -0.282 #> [187,] 0.994 1.123 1.123 #> [188,] 1.734 1.234 1.234 #> [189,] 0.443 0.268 0.560 #> [190,] -0.139 0.152 -0.431 #> [191,] 0.735 0.735 0.516 #> [192,] -0.448 0.323 -0.448 #> [193,] 0.400 1.268 1.144 #> [194,] 0.659 0.532 0.279 #> [195,] 1.147 0.507 1.289 #> [196,] -0.194 -0.095 0.053 #> [197,] 0.210 0.385 0.735 #> [198,] -0.745 -0.488 -0.328 #> [199,] -0.272 -0.855 NA #> [200,] -0.344 -0.282 -0.282 #> [201,] -0.897 -1.208 -0.936 #> [202,] -0.819 -1.305 -1.062 #> [203,] 1.422 1.497 1.557 #> [204,] -0.643 -0.908 NA #> [205,] 2.355 2.355 NA #> [206,] 1.379 0.919 NA #> [207,] -0.072 -0.072 NA #> [208,] 1.193 1.262 1.331 #> [209,] 1.609 1.344 NA #> [210,] -0.291 0.025 NA #> [211,] 1.982 2.185 NA #> [212,] 0.323 0.323 0.323 #> [213,] -1.356 -1.048 -1.528 #> [214,] 0.107 -0.117 0.017 #> [215,] -0.036 0.058 0.105 #> [216,] 1.039 1.039 1.039 #> [217,] 0.493 0.427 NA #> [218,] 1.280 0.908 0.747 #> [219,] 0.201 0.201 0.498 #> [220,] 2.094 2.094 NA #> [221,] -0.203 -0.203 NA #> [222,] 1.710 1.710 NA #> [223,] -0.506 -0.882 NA #> [224,] 0.152 0.006 NA #> [225,] 1.329 1.161 NA #> [226,] 0.251 0.547 NA #> [227,] -0.913 -0.577 NA #> [228,] 0.092 0.092 NA #> [229,] 0.735 -0.348 NA #> [230,] -1.228 -0.615 NA #> [231,] 5.355 5.980 NA #> [232,] 0.066 0.323 NA #> [233,] 5.494 5.494 NA #> [234,] -0.378 0.615 NA #> [235,] -0.618 -0.453 NA #> [236,] 0.264 0.264 NA #> [237,] -0.126 0.152 NA #> [238,] 3.713 3.713 NA #> [239,] 1.056 2.262 NA #> #> $date #> [,1] [,2] [,3] #> [1,] -1.761 0.310 1.381 #> [2,] -2.904 -1.047 0.596 #> [3,] -1.690 -0.476 1.453 #> [4,] -2.190 -0.690 1.239 #> [5,] -1.833 0.167 1.381 #> [6,] -2.619 0.167 1.381 #> [7,] -2.690 -1.190 1.596 #> [8,] -2.119 -0.476 1.453 #> [9,] -2.047 -0.547 1.167 #> [10,] -2.333 -1.119 -0.261 #> [11,] -1.690 0.453 1.453 #> [12,] -1.047 0.739 2.596 #> [13,] -1.833 -0.333 1.953 #> [14,] -0.904 1.096 1.239 #> [15,] -2.547 -0.261 1.310 #> [16,] -1.333 0.310 1.524 #> [17,] -1.833 -1.047 0.524 #> [18,] -2.333 -0.976 2.310 #> [19,] -2.404 -0.833 0.667 #> [20,] -1.333 -0.261 1.524 #> [21,] 0.024 1.524 3.239 #> [22,] -1.690 -0.261 1.596 #> [23,] -1.976 -0.476 1.239 #> [24,] -0.476 0.596 1.667 #> [25,] -2.404 -0.976 0.524 #> [26,] -2.619 -0.547 0.524 #> [27,] -2.761 -0.619 0.881 #> [28,] -1.190 0.453 2.596 #> [29,] -0.619 0.524 2.310 #> [30,] -1.047 0.453 2.096 #> [31,] -2.190 -0.619 0.310 #> [32,] -2.904 -0.976 1.453 #> [33,] -1.761 -0.547 -0.404 #> [34,] -1.333 -0.261 1.310 #> [35,] -2.119 -0.119 0.596 #> [36,] -0.761 -0.190 0.596 #> [37,] 1.096 2.881 NA #> [38,] 0.453 1.381 2.167 #> [39,] -2.119 -0.261 1.596 #> [40,] 1.596 2.096 NA #> [41,] -2.190 -1.261 1.096 #> [42,] -0.476 1.310 1.953 #> [43,] -1.833 -0.761 0.596 #> [44,] -2.333 -0.619 1.453 #> [45,] -1.833 -0.833 0.596 #> [46,] 0.096 0.667 1.596 #> [47,] -1.833 -1.047 0.596 #> [48,] -1.904 -0.261 2.596 #> [49,] -1.833 -0.119 2.167 #> [50,] -1.976 -0.404 1.596 #> [51,] -2.119 -0.619 0.524 #> [52,] -2.190 -0.547 1.524 #> [53,] -0.547 0.810 NA #> [54,] -2.619 -0.833 0.596 #> [55,] -1.690 -1.190 -0.547 #> [56,] -2.333 -0.261 0.524 #> [57,] -2.404 -1.333 0.381 #> [58,] -0.476 1.096 1.667 #> [59,] -2.690 -0.761 0.381 #> [60,] -2.904 -1.047 0.096 #> [61,] -2.404 -1.261 0.453 #> [62,] -1.976 -0.976 -0.476 #> [63,] -2.404 0.096 1.667 #> [64,] 2.667 3.239 NA #> [65,] -2.261 -0.619 0.167 #> [66,] -2.333 -0.261 0.667 #> [67,] -2.404 -0.976 1.024 #> [68,] -2.404 -0.619 -0.190 #> [69,] -2.547 -1.190 0.596 #> [70,] -1.833 -0.261 0.667 #> [71,] 1.596 2.667 NA #> [72,] 2.453 3.024 NA #> [73,] -1.904 -0.976 0.810 #> [74,] -1.976 -0.476 1.310 #> [75,] -2.047 -0.547 0.596 #> [76,] -2.261 -0.261 1.524 #> [77,] 0.739 1.739 2.881 #> [78,] -1.833 -0.904 0.167 #> [79,] -0.261 1.596 2.596 #> [80,] -2.190 0.453 1.453 #> [81,] -1.833 -0.761 -0.119 #> [82,] -2.904 -1.190 -0.476 #> [83,] -2.690 -1.261 0.310 #> [84,] -2.404 -0.761 0.524 #> [85,] -1.833 -0.833 0.453 #> [86,] 0.453 1.596 NA #> [87,] -1.904 -0.833 0.596 #> [88,] 0.524 1.310 1.667 #> [89,] -2.404 -0.976 0.596 #> [90,] -2.904 -0.904 1.096 #> [91,] -2.761 -1.404 0.024 #> [92,] -2.333 -0.547 1.381 #> [93,] -2.190 -0.547 1.096 #> [94,] -2.404 -1.190 -0.261 #> [95,] -0.190 1.167 1.667 #> [96,] -2.261 -1.690 0.381 #> [97,] -2.261 -0.833 0.167 #> [98,] -1.904 -0.904 1.096 #> [99,] -0.261 1.096 1.739 #> [100,] -0.976 -0.476 0.739 #> [101,] -2.190 -1.190 0.524 #> [102,] -2.404 -0.904 -0.119 #> [103,] 1.310 3.239 NA #> [104,] -0.761 1.381 3.167 #> [105,] -0.261 0.381 1.596 #> [106,] -0.404 0.453 1.524 #> [107,] -2.333 -0.833 0.667 #> [108,] -2.547 -1.619 0.524 #> [109,] -1.976 -0.547 0.596 #> [110,] -0.833 0.524 1.667 #> [111,] -1.619 -1.119 1.596 #> [112,] -1.190 -0.976 0.096 #> [113,] -2.333 -0.261 1.096 #> [114,] 1.239 1.596 1.953 #> [115,] -1.976 -0.190 0.524 #> [116,] -2.333 -0.547 1.453 #> [117,] -1.976 -0.547 0.596 #> [118,] -2.333 -0.904 0.667 #> [119,] -2.333 -0.976 0.667 #> [120,] -2.333 -1.047 0.596 #> [121,] -0.333 2.667 2.739 #> [122,] -2.333 -0.833 0.596 #> [123,] -1.833 -0.261 0.667 #> [124,] -2.333 -0.404 0.667 #> [125,] -2.547 -0.547 0.167 #> [126,] 2.167 3.096 3.524 #> [127,] 1.881 3.024 NA #> [128,] -2.547 -1.190 0.881 #> [129,] -2.690 -0.547 -0.261 #> [130,] -1.976 0.310 0.810 #> [131,] -2.690 -0.833 0.881 #> [132,] 1.096 1.596 2.096 #> [133,] -2.761 -1.333 1.381 #> [134,] -2.761 -1.047 0.524 #> [135,] -2.404 -0.904 1.096 #> [136,] -1.976 -0.619 1.310 #> [137,] -2.261 -1.190 0.524 #> [138,] -2.547 -0.547 0.739 #> [139,] 0.596 1.524 1.667 #> [140,] -2.690 -0.190 0.810 #> [141,] -0.904 -0.476 0.524 #> [142,] -1.119 -0.119 1.524 #> [143,] -2.404 -0.190 2.024 #> [144,] -2.333 -0.619 0.881 #> [145,] -2.833 -0.976 0.739 #> [146,] -2.333 -0.476 0.667 #> [147,] 0.739 2.167 NA #> [148,] -1.047 -0.476 1.096 #> [149,] -1.976 -0.547 0.596 #> [150,] -0.761 0.096 1.310 #> [151,] 1.167 2.167 3.167 #> [152,] -0.190 1.310 2.167 #> [153,] -2.690 -0.547 1.453 #> [154,] -1.904 -0.619 0.596 #> [155,] 0.739 2.453 NA #> [156,] -2.547 -0.261 2.167 #> [157,] -2.333 -1.047 0.667 #> [158,] -1.833 -0.476 0.667 #> [159,] -1.761 -1.119 -0.261 #> [160,] -1.761 -1.119 -0.261 #> [161,] -2.404 -0.833 1.596 #> [162,] -2.404 -0.833 1.167 #> [163,] -0.547 1.239 1.739 #> [164,] -2.761 -1.761 -0.119 #> [165,] 0.953 2.381 3.810 #> [166,] -2.333 -0.404 0.596 #> [167,] -0.404 1.596 NA #> [168,] 0.096 1.596 3.381 #> [169,] -0.476 0.596 1.739 #> [170,] -0.547 -0.261 0.596 #> [171,] -1.690 -0.619 0.381 #> [172,] -2.333 0.167 1.310 #> [173,] -1.619 -0.261 0.596 #> [174,] -2.119 -0.547 0.453 #> [175,] -2.190 -0.619 -0.261 #> [176,] -2.261 -0.476 1.453 #> [177,] -2.690 -1.690 -0.619 #> [178,] -1.619 -1.047 -0.833 #> [179,] -1.904 0.096 1.881 #> [180,] -2.904 -0.261 0.453 #> [181,] 0.524 2.167 2.596 #> [182,] -2.333 -1.047 -0.547 #> [183,] 1.596 3.024 NA #> [184,] -0.619 0.667 2.096 #> [185,] -1.047 -0.261 0.453 #> [186,] -0.976 1.381 2.596 #> [187,] -1.833 -0.619 0.096 #> [188,] -0.476 0.524 3.381 #> [189,] -2.904 -1.047 0.096 #> [190,] -2.904 -1.619 -0.404 #> [191,] -1.833 -0.404 0.667 #> [192,] -1.833 -0.261 1.953 #> [193,] -0.047 1.667 2.953 #> [194,] -0.690 0.881 1.739 #> [195,] -1.619 -1.047 -0.476 #> [196,] -2.190 -1.190 0.810 #> [197,] -2.904 -0.547 0.596 #> [198,] -2.119 0.024 1.739 #> [199,] 1.739 2.310 NA #> [200,] -1.833 0.096 1.596 #> [201,] -1.833 -0.190 0.667 #> [202,] -2.190 -0.904 0.524 #> [203,] -1.119 -0.119 1.310 #> [204,] 0.667 1.667 NA #> [205,] 0.667 1.881 NA #> [206,] 0.667 1.596 NA #> [207,] 0.596 1.096 NA #> [208,] -1.976 -0.904 0.381 #> [209,] 1.596 2.596 NA #> [210,] 1.667 2.239 NA #> [211,] 2.381 2.881 NA #> [212,] 0.667 1.453 2.453 #> [213,] -0.190 0.596 1.310 #> [214,] 0.453 1.310 1.453 #> [215,] 0.381 0.524 1.381 #> [216,] 0.096 1.024 2.024 #> [217,] 1.453 2.453 NA #> [218,] -0.261 0.881 1.596 #> [219,] 0.810 1.453 2.953 #> [220,] 2.096 3.239 NA #> [221,] 0.453 2.881 NA #> [222,] 1.596 2.167 NA #> [223,] 0.167 2.096 NA #> [224,] 2.381 3.453 NA #> [225,] 2.310 2.524 NA #> [226,] 2.096 3.096 NA #> [227,] 0.596 1.453 NA #> [228,] 1.810 2.167 NA #> [229,] 1.524 1.739 NA #> [230,] 2.381 3.239 NA #> [231,] 1.381 1.810 NA #> [232,] 2.239 2.667 NA #> [233,] 2.096 2.667 NA #> [234,] 1.167 2.167 NA #> [235,] 0.667 1.596 NA #> [236,] 1.167 3.167 NA #> [237,] 0.667 2.667 NA #> [238,] 1.739 2.810 NA #> [239,] 1.810 3.310 NA #>siteCovs(mallardUMF)#> elev length forest #> 1 -1.173 0.801 -1.156 #> 2 -1.127 0.115 -0.501 #> 3 -0.198 -0.479 -0.101 #> 4 -0.105 0.315 0.008 #> 5 -1.034 -1.102 -1.193 #> 6 -0.848 0.741 0.917 #> 7 -0.910 0.115 -1.083 #> 8 -1.003 -1.007 -0.792 #> 9 -0.058 -0.913 0.553 #> 10 -0.631 1.556 0.808 #> 11 0.066 -1.626 1.790 #> 12 -0.709 1.647 -0.720 #> 13 -1.111 -0.399 -0.647 #> 14 -0.260 0.685 0.844 #> 15 -0.647 0.801 -0.320 #> 16 0.189 0.741 -0.101 #> 17 0.143 -0.322 1.135 #> 18 -1.235 0.801 0.372 #> 19 -0.972 1.175 -0.138 #> 20 -1.219 -0.245 -0.974 #> 21 0.313 -1.007 1.572 #> 22 -1.003 0.503 0.081 #> 23 0.019 -0.734 -0.611 #> 24 0.484 0.381 0.699 #> 25 -0.399 -0.479 -1.047 #> 26 -0.863 -1.301 -1.156 #> 27 -0.987 -0.563 -0.283 #> 28 -0.554 0.252 0.772 #> 29 0.066 0.444 1.135 #> 30 0.004 0.115 0.299 #> 31 -0.693 0.801 0.190 #> 32 -0.925 0.185 -1.083 #> 33 -1.065 0.381 -1.156 #> 34 0.143 0.444 0.626 #> 35 -0.383 -0.563 0.117 #> 36 -1.034 -0.647 0.517 #> 37 1.010 0.252 -0.720 #> 38 1.180 0.115 0.990 #> 39 -0.136 -1.102 1.717 #> 40 1.289 -0.168 -1.265 #> 41 -0.600 0.857 -1.083 #> 42 0.855 -1.102 0.844 #> 43 -0.089 -1.406 2.299 #> 44 -0.863 -0.734 -0.065 #> 45 -0.910 1.944 0.663 #> 46 1.025 1.175 -0.647 #> 47 -0.383 0.626 -0.683 #> 48 -0.987 -0.479 0.917 #> 49 -1.173 0.741 -1.193 #> 50 0.344 0.503 0.626 #> 51 -0.445 1.175 0.844 #> 52 0.437 0.626 0.553 #> 53 1.041 -0.322 -0.829 #> 54 0.375 -1.007 -0.210 #> 55 -0.894 -0.025 -0.683 #> 56 -0.972 -1.514 1.754 #> 57 -0.662 -0.734 1.608 #> 58 0.948 0.503 0.590 #> 59 -0.770 0.741 -0.974 #> 60 -0.291 -0.563 0.372 #> 61 -1.018 0.857 -1.083 #> 62 -0.647 -0.095 1.063 #> 63 -1.250 2.255 -0.756 #> 64 2.372 -3.336 -1.265 #> 65 -0.817 0.115 -1.265 #> 66 -0.801 0.252 -0.174 #> 67 -0.693 1.175 -0.647 #> 68 -1.111 -0.245 1.099 #> 69 -1.266 0.965 -0.174 #> 70 -1.436 -0.563 -1.265 #> 71 1.180 0.115 -1.083 #> 72 1.923 -0.647 -1.265 #> 73 0.220 0.566 1.135 #> 74 -0.600 0.315 -0.974 #> 75 -1.096 1.860 1.463 #> 76 -1.188 1.273 1.208 #> 77 1.180 -0.734 1.354 #> 78 0.607 0.252 2.190 #> 79 1.087 0.503 0.808 #> 80 0.174 -0.734 1.063 #> 81 0.251 -0.322 0.335 #> 82 -0.461 -0.095 0.335 #> 83 -0.724 1.273 -0.029 #> 84 -0.848 0.315 -0.501 #> 85 -1.127 -0.095 -0.429 #> 86 1.830 2.063 -1.229 #> 87 0.731 0.045 0.299 #> 88 1.350 -0.647 -0.174 #> 89 -0.600 -0.095 -0.320 #> 90 -0.693 0.444 -1.011 #> 91 -1.065 0.857 1.899 #> 92 -0.523 -0.095 0.517 #> 93 -1.127 1.510 0.153 #> 94 -0.260 0.315 2.117 #> 95 0.422 -0.168 0.481 #> 96 -0.507 -1.406 -0.865 #> 97 0.097 0.801 1.390 #> 98 -0.941 0.626 -0.829 #> 99 0.499 0.444 0.262 #> 100 0.375 -0.025 -0.320 #> 101 -0.616 -1.514 -0.792 #> 102 -1.096 -0.322 -1.193 #> 103 1.397 -0.399 -0.720 #> 104 1.304 0.566 0.699 #> 105 0.886 0.381 1.426 #> 106 0.700 -0.479 0.372 #> 107 -0.832 0.626 0.954 #> 108 -1.003 0.381 -0.065 #> 109 -0.801 -1.199 0.699 #> 110 0.282 -1.199 1.245 #> 111 0.174 1.224 0.444 #> 112 -0.786 0.965 -1.083 #> 113 -1.080 1.556 0.044 #> 114 1.273 -0.095 0.917 #> 115 -0.585 -1.406 1.354 #> 116 -0.260 -0.245 -0.210 #> 117 -0.770 0.444 -1.011 #> 118 -1.065 -0.479 -1.011 #> 119 -1.204 -0.479 -0.792 #> 120 -1.328 1.818 -1.193 #> 121 0.344 0.315 -0.683 #> 122 -0.910 -0.734 0.990 #> 123 -1.157 1.273 -0.938 #> 124 -1.188 1.416 0.081 #> 125 -1.034 0.503 1.317 #> 126 1.165 -0.095 0.226 #> 127 0.592 -1.738 -0.574 #> 128 -0.739 1.070 -0.392 #> 129 -1.142 0.965 -0.902 #> 130 -1.080 0.741 -1.265 #> 131 -1.065 0.801 1.281 #> 132 1.041 0.626 0.372 #> 133 -1.065 -0.563 -0.611 #> 134 -1.080 0.965 -0.538 #> 135 -1.142 0.045 -1.156 #> 136 -0.554 0.741 -0.538 #> 137 -0.786 -0.479 0.044 #> 138 -0.879 0.315 -0.574 #> 139 0.809 -1.102 0.008 #> 140 -0.430 1.224 1.899 #> 141 0.112 0.566 0.590 #> 142 -0.414 -0.563 -0.501 #> 143 -0.987 0.741 -0.865 #> 144 -1.127 -0.168 -0.210 #> 145 -1.096 -0.025 0.735 #> 146 -1.096 1.322 0.699 #> 147 1.087 1.175 -0.101 #> 148 0.344 -0.322 -0.101 #> 149 -1.096 0.185 -1.156 #> 150 -0.538 0.045 0.844 #> 151 1.196 -0.399 0.044 #> 152 0.747 0.045 1.863 #> 153 0.050 -0.245 1.463 #> 154 -1.235 0.566 -0.429 #> 155 1.025 -0.913 -1.265 #> 156 -0.352 1.175 1.317 #> 157 -0.461 1.070 1.245 #> 158 -1.080 -0.245 -1.047 #> 159 -0.972 -0.025 1.172 #> 160 -0.972 -0.025 1.172 #> 161 -1.297 0.045 0.262 #> 162 -0.972 0.381 1.354 #> 163 0.220 -1.007 1.608 #> 164 -1.421 1.371 0.444 #> 165 1.289 -0.647 -0.320 #> 166 -0.074 -0.025 0.772 #> 167 1.134 -0.399 -0.611 #> 168 0.700 -1.857 -0.065 #> 169 0.561 -1.406 -0.501 #> 170 0.251 -0.734 0.153 #> 171 0.004 0.381 1.245 #> 172 -0.538 0.685 0.262 #> 173 -0.987 0.566 2.299 #> 174 0.360 -1.199 0.626 #> 175 0.220 -0.399 2.008 #> 176 -0.445 -0.647 0.553 #> 177 -0.925 -0.025 0.699 #> 178 -1.049 0.115 -0.938 #> 179 0.066 0.045 0.590 #> 180 -0.724 0.185 0.008 #> 181 0.994 -0.913 0.808 #> 182 -1.018 0.566 -0.611 #> 183 1.103 -0.245 -0.829 #> 184 0.731 -1.301 -0.029 #> 185 0.329 -0.647 1.208 #> 186 0.329 -0.168 1.026 #> 187 0.174 -0.322 0.481 #> 188 0.979 -1.199 -0.065 #> 189 -0.074 0.045 2.008 #> 190 -1.080 0.685 -0.065 #> 191 -0.213 -0.734 0.081 #> 192 -1.188 -1.301 -0.974 #> 193 1.320 -0.168 0.044 #> 194 1.087 -0.245 1.135 #> 195 -0.352 -0.647 0.772 #> 196 -1.127 0.626 -1.265 #> 197 -0.352 0.045 0.226 #> 198 -0.167 2.140 1.026 #> 199 1.242 0.381 -1.265 #> 200 0.267 -0.168 0.008 #> 201 -0.987 1.465 -0.756 #> 202 -1.173 1.322 -1.229 #> 203 0.375 -0.822 -0.283 #> 204 1.645 1.017 -1.265 #> 205 1.242 -0.647 -1.047 #> 206 1.784 -0.913 -1.265 #> 207 1.350 -0.822 -1.229 #> 208 0.004 -0.563 0.844 #> 209 1.289 -0.399 -0.938 #> 210 1.614 -0.245 -0.756 #> 211 1.753 -0.479 -1.193 #> 212 1.567 1.122 -0.174 #> 213 0.917 1.902 2.117 #> 214 1.010 0.965 1.717 #> 215 1.072 0.801 1.681 #> 216 1.025 -0.245 1.717 #> 217 1.923 0.252 -1.265 #> 218 0.994 -0.168 1.245 #> 219 1.041 0.626 0.663 #> 220 1.660 -1.102 -1.265 #> 221 1.660 -0.647 -1.265 #> 222 1.970 -0.479 -1.265 #> 223 1.815 2.217 -1.265 #> 224 2.279 -3.158 -1.265 #> 225 2.434 0.185 -1.265 #> 226 1.970 0.626 -1.265 #> 227 1.196 0.185 -1.265 #> 228 1.505 -0.025 -1.265 #> 229 1.041 -1.199 -1.229 #> 230 1.350 0.503 -1.265 #> 231 1.041 -4.406 -1.265 #> 232 1.350 -1.301 -0.720 #> 233 1.505 -4.945 -1.265 #> 234 1.350 -0.399 -1.265 #> 235 1.196 0.252 -1.193 #> 236 1.196 0.185 -1.265 #> 237 1.660 -0.563 -1.265 #> 238 1.660 -2.109 -1.265 #> 239 1.815 -1.857 -1.265mallardUMF[1:5,] # First 5 rows in wide format#> Data frame representation of unmarkedFrame object. #> y.1 y.2 y.3 elev length forest ivel.1 ivel.2 ivel.3 date.1 date.2 date.3 #> 1 0 0 0 -1.173 0.801 -1.156 -0.506 -0.506 -0.506 -1.761 0.310 1.381 #> 2 0 0 0 -1.127 0.115 -0.501 -0.934 -0.991 -1.162 -2.904 -1.047 0.596 #> 3 3 2 1 -0.198 -0.479 -0.101 -1.136 -1.339 -1.610 -1.690 -0.476 1.453 #> 4 0 0 0 -0.105 0.315 0.008 -0.819 -0.927 -1.197 -2.190 -0.690 1.239 #> 5 3 0 3 -1.034 -1.102 -1.193 0.638 0.880 1.042 -1.833 0.167 1.381mallardUMF[,1:2] # First 2 observations#> Data frame representation of unmarkedFrame object. #> y.1 y.2 elev length forest ivel.1 ivel.2 date.1 date.2 #> 1 0 0 -1.173 0.801 -1.156 -0.506 -0.506 -1.761 0.310 #> 2 0 0 -1.127 0.115 -0.501 -0.934 -0.991 -2.904 -1.047 #> 3 3 2 -0.198 -0.479 -0.101 -1.136 -1.339 -1.690 -0.476 #> 4 0 0 -0.105 0.315 0.008 -0.819 -0.927 -2.190 -0.690 #> 5 3 0 -1.034 -1.102 -1.193 0.638 0.880 -1.833 0.167 #> 6 0 0 -0.848 0.741 0.917 -1.329 -1.042 -2.619 0.167 #> 7 0 0 -0.910 0.115 -1.083 -1.448 -1.562 -2.690 -1.190 #> 8 0 0 -1.003 -1.007 -0.792 -0.321 -0.557 -2.119 -0.476 #> 9 0 0 -0.058 -0.913 0.553 -0.231 -0.231 -2.047 -0.547 #> 10 0 0 -0.631 1.556 0.808 -1.097 -1.021 -2.333 -1.119 #> 11 0 0 0.066 -1.626 1.790 -0.224 0.058 -1.690 0.453 #> 12 NA NA -0.709 1.647 -0.720 NA NA -1.047 0.739 #> 13 0 0 -1.111 -0.399 -0.647 0.417 0.284 -1.833 -0.333 #> 14 0 0 -0.260 0.685 0.844 -1.354 -1.014 -0.904 1.096 #> 15 0 0 -0.647 0.801 -0.320 -1.117 -0.224 -2.547 -0.261 #> 16 0 0 0.189 0.741 -0.101 -0.278 -0.182 -1.333 0.310 #> 17 0 0 0.143 -0.322 1.135 -0.483 -0.884 -1.833 -1.047 #> 18 1 0 -1.235 0.801 0.372 -1.070 -1.258 -2.333 -0.976 #> 19 0 0 -0.972 1.175 -0.138 -1.115 -0.735 -2.404 -0.833 #> 20 1 1 -1.219 -0.245 -0.974 -0.862 -1.115 -1.333 -0.261 #> 21 0 0 0.313 -1.007 1.572 -0.242 -0.242 0.024 1.524 #> 22 0 0 -1.003 0.503 0.081 -0.462 -0.615 -1.690 -0.261 #> 23 0 0 0.019 -0.734 -0.611 -0.358 -0.212 -1.976 -0.476 #> 24 0 0 0.484 0.381 0.699 0.417 0.682 -0.476 0.596 #> 25 0 0 -0.399 -0.479 -1.047 -0.458 -1.542 -2.404 -0.976 #> 26 10 12 -0.863 -1.301 -1.156 1.866 1.883 -2.619 -0.547 #> 27 0 0 -0.987 -0.563 -0.283 -0.264 0.568 -2.761 -0.619 #> 28 0 0 -0.554 0.252 0.772 0.427 0.702 -1.190 0.453 #> 29 0 0 0.066 0.444 1.135 -0.420 -0.264 -0.619 0.524 #> 30 0 0 0.004 0.115 0.299 0.952 1.409 -1.047 0.453 #> 31 0 0 -0.693 0.801 0.190 0.904 0.913 -2.190 -0.619 #> 32 1 1 -0.925 0.185 -1.083 -1.697 -1.753 -2.904 -0.976 #> 33 0 0 -1.065 0.381 -1.156 -1.067 -1.543 -1.761 -0.547 #> 34 0 0 0.143 0.444 0.626 -0.837 -0.472 -1.333 -0.261 #> 35 0 0 -0.383 -0.563 0.117 0.568 0.152 -2.119 -0.119 #> 36 0 0 -1.034 -0.647 0.517 0.223 -0.630 -0.761 -0.190 #> 37 0 0 1.010 0.252 -0.720 0.977 0.042 1.096 2.881 #> 38 0 0 1.180 0.115 0.990 0.952 1.123 0.453 1.381 #> 39 0 0 -0.136 -1.102 1.717 0.395 -0.010 -2.119 -0.261 #> 40 0 0 1.289 -0.168 -1.265 0.338 0.586 1.596 2.096 #> 41 1 0 -0.600 0.857 -1.083 -0.727 -1.097 -2.190 -1.261 #> 42 0 0 0.855 -1.102 0.844 -0.819 -0.738 -0.476 1.310 #> 43 0 0 -0.089 -1.406 2.299 0.240 0.240 -1.833 -0.761 #> 44 0 0 -0.863 -0.734 -0.065 -0.139 -0.139 -2.333 -0.619 #> 45 0 0 -0.910 1.944 0.663 -1.508 -1.644 -1.833 -0.833 #> 46 0 0 1.025 1.175 -0.647 -0.101 -0.228 0.096 0.667 #> 47 0 0 -0.383 0.626 -0.683 -0.539 -0.688 -1.833 -1.047 #> 48 0 0 -0.987 -0.479 0.917 0.897 0.491 -1.904 -0.261 #> 49 0 0 -1.173 0.741 -1.193 -0.374 -0.469 -1.833 -0.119 #> 50 0 0 0.344 0.503 0.626 -0.308 -0.308 -1.976 -0.404 #> 51 0 0 -0.445 1.175 0.844 -1.199 -0.904 -2.119 -0.619 #> 52 0 1 0.437 0.626 0.553 -0.984 -0.589 -2.190 -0.547 #> 53 0 0 1.041 -0.322 -0.829 -0.042 -0.237 -0.547 0.810 #> 54 0 0 0.375 -1.007 -0.210 0.073 0.546 -2.619 -0.833 #> 55 0 0 -0.894 -0.025 -0.683 -1.097 -1.216 -1.690 -1.190 #> 56 0 0 -0.972 -1.514 1.754 0.334 0.425 -2.333 -0.261 #> 57 0 0 -0.662 -0.734 1.608 0.662 0.735 -2.404 -1.333 #> 58 0 0 0.948 0.503 0.590 -0.206 0.101 -0.476 1.096 #> 59 0 0 -0.770 0.741 -0.974 -1.568 -1.520 -2.690 -0.761 #> 60 0 0 -0.291 -0.563 0.372 0.568 0.568 -2.904 -1.047 #> 61 2 1 -1.018 0.857 -1.083 -1.097 -1.051 -2.404 -1.261 #> 62 0 0 -0.647 -0.095 1.063 -0.394 -0.394 -1.976 -0.976 #> 63 0 0 -1.250 2.255 -0.756 -1.212 -1.274 -2.404 0.096 #> 64 0 0 2.372 -3.336 -1.265 0.919 0.459 2.667 3.239 #> 65 0 0 -0.817 0.115 -1.265 -0.019 -0.362 -2.261 -0.619 #> 66 0 0 -0.801 0.252 -0.174 -0.123 0.207 -2.333 -0.261 #> 67 0 0 -0.693 1.175 -0.647 -0.735 -0.228 -2.404 -0.976 #> 68 0 0 -1.111 -0.245 1.099 -0.672 -0.672 -2.404 -0.619 #> 69 NA NA -1.266 0.965 -0.174 -0.476 -0.610 -2.547 -1.190 #> 70 4 4 -1.436 -0.563 -1.265 0.429 0.984 -1.833 -0.261 #> 71 0 0 1.180 0.115 -1.083 0.666 0.666 1.596 2.667 #> 72 0 0 1.923 -0.647 -1.265 -0.417 -0.985 2.453 3.024 #> 73 0 0 0.220 0.566 1.135 -0.803 -0.903 -1.904 -0.976 #> 74 0 0 -0.600 0.315 -0.974 -0.172 -0.172 -1.976 -0.476 #> 75 0 0 -1.096 1.860 1.463 -0.785 -0.889 -2.047 -0.547 #> 76 0 0 -1.188 1.273 1.208 -0.792 -0.669 -2.261 -0.261 #> 77 0 0 1.180 -0.734 1.354 -0.795 -1.014 0.739 1.739 #> 78 0 0 0.607 0.252 2.190 0.647 0.592 -1.833 -0.904 #> 79 0 0 1.087 0.503 0.808 -0.308 0.305 -0.261 1.596 #> 80 0 0 0.174 -0.734 1.063 0.298 0.298 -2.190 0.453 #> 81 0 0 0.251 -0.322 0.335 1.382 0.605 -1.833 -0.761 #> 82 0 0 -0.461 -0.095 0.335 -0.394 -0.212 -2.904 -1.190 #> 83 0 0 -0.724 1.273 -0.029 -0.669 -0.546 -2.690 -1.261 #> 84 0 0 -0.848 0.315 -0.501 0.476 0.476 -2.404 -0.761 #> 85 1 1 -1.127 -0.095 -0.429 -0.941 -0.941 -1.833 -0.833 #> 86 0 NA 1.830 2.063 -1.229 -0.601 NA 0.453 1.596 #> 87 0 0 0.731 0.045 0.299 0.735 0.560 -1.904 -0.833 #> 88 0 0 1.350 -0.647 -0.174 1.076 0.863 0.524 1.310 #> 89 0 0 -0.600 -0.095 -0.320 -0.212 0.334 -2.404 -0.976 #> 90 0 NA -0.693 0.444 -1.011 -1.513 NA -2.904 -0.904 #> 91 1 0 -1.065 0.857 1.899 -0.958 -1.143 -2.761 -1.404 #> 92 0 0 -0.523 -0.095 0.517 0.516 0.759 -2.333 -0.547 #> 93 0 0 -1.127 1.510 0.153 -0.692 -0.615 -2.190 -0.547 #> 94 0 0 -0.260 0.315 2.117 -0.172 0.368 -2.404 -1.190 #> 95 0 0 0.422 -0.168 0.481 0.090 0.214 -0.190 1.167 #> 96 0 0 -0.507 -1.406 -0.865 -0.731 -0.466 -2.261 -1.690 #> 97 0 0 0.097 0.801 1.390 0.481 0.199 -2.261 -0.833 #> 98 0 0 -0.941 0.626 -0.829 -1.428 -1.132 -1.904 -0.904 #> 99 0 0 0.499 0.444 0.262 -0.004 0.256 -0.261 1.096 #> 100 0 0 0.375 -0.025 -0.320 -0.443 -0.264 -0.976 -0.476 #> 101 0 0 -0.616 -1.514 -0.792 -0.394 0.061 -2.190 -1.190 #> 102 0 1 -1.096 -0.322 -1.193 -0.366 -1.143 -2.404 -0.904 #> 103 0 0 1.397 -0.399 -0.720 -0.312 -0.047 1.310 3.239 #> 104 0 0 1.304 0.566 0.699 0.152 0.152 -0.761 1.381 #> 105 0 0 0.886 0.381 1.426 0.417 0.735 -0.261 0.381 #> 106 0 0 0.700 -0.479 0.372 0.558 0.965 -0.404 0.453 #> 107 0 0 -0.832 0.626 0.954 -0.194 -0.293 -2.333 -0.833 #> 108 1 1 -1.003 0.381 -0.065 -0.431 -0.166 -2.547 -1.619 #> 109 0 0 -0.801 -1.199 0.699 -0.348 0.035 -1.976 -0.547 #> 110 0 0 0.282 -1.199 1.245 0.984 0.984 -0.833 0.524 #> 111 0 0 0.174 1.224 0.444 -1.014 -1.055 -1.619 -1.119 #> 112 0 0 -0.786 0.965 -1.083 -1.148 -1.058 -1.190 -0.976 #> 113 1 1 -1.080 1.556 0.044 -0.605 -0.264 -2.333 -0.261 #> 114 0 0 1.273 -0.095 0.917 0.880 1.245 1.239 1.596 #> 115 0 0 -0.585 -1.406 1.354 -0.554 -0.025 -1.976 -0.190 #> 116 0 0 -0.260 -0.245 -0.210 -0.355 -0.482 -2.333 -0.547 #> 117 0 1 -0.770 0.444 -1.011 -0.524 -0.472 -1.976 -0.547 #> 118 NA NA -1.065 -0.479 -1.011 0.355 0.694 -2.333 -0.904 #> 119 0 0 -1.204 -0.479 -0.792 -0.729 -0.729 -2.333 -0.976 #> 120 0 0 -1.328 1.818 -1.193 -1.393 -1.498 -2.333 -1.047 #> 121 0 0 0.344 0.315 -0.683 -0.010 -0.010 -0.333 2.667 #> 122 0 0 -0.910 -0.734 0.990 0.006 0.443 -2.333 -0.833 #> 123 1 1 -1.157 1.273 -0.938 -0.997 -0.505 -1.833 -0.261 #> 124 4 4 -1.188 1.416 0.081 -1.108 -0.872 -2.333 -0.404 #> 125 0 0 -1.034 0.503 1.317 -0.513 -0.666 -2.547 -0.547 #> 126 0 0 1.165 -0.095 0.226 1.973 1.791 2.167 3.096 #> 127 0 0 0.592 -1.738 -0.574 3.066 3.066 1.881 3.024 #> 128 0 0 -0.739 1.070 -0.392 -0.413 -0.283 -2.547 -1.190 #> 129 0 0 -1.142 0.965 -0.902 -0.834 -0.655 -2.690 -0.547 #> 130 0 0 -1.080 0.741 -1.265 -1.377 -1.377 -1.976 0.310 #> 131 1 1 -1.065 0.801 1.281 -0.647 0.058 -2.690 -0.833 #> 132 0 0 1.041 0.626 0.372 -0.984 -0.539 1.096 1.596 #> 133 3 1 -1.065 -0.563 -0.611 -0.681 -1.027 -2.761 -1.333 #> 134 0 0 -1.080 0.965 -0.538 -1.148 -1.148 -2.761 -1.047 #> 135 0 0 -1.142 0.045 -1.156 -1.014 -0.664 -2.404 -0.904 #> 136 0 0 -0.554 0.741 -0.538 0.104 0.104 -1.976 -0.619 #> 137 2 2 -0.786 -0.479 0.044 1.168 1.507 -2.261 -1.190 #> 138 1 1 -0.879 0.315 -0.574 -1.122 -0.334 -2.547 -0.547 #> 139 0 0 0.809 -1.102 0.008 0.557 0.314 0.596 1.524 #> 140 0 0 -0.430 1.224 1.899 -1.097 -0.889 -2.690 -0.190 #> 141 0 0 0.112 0.566 0.590 -0.652 -0.652 -0.904 -0.476 #> 142 1 0 -0.414 -0.563 -0.501 0.568 0.984 -1.119 -0.119 #> 143 0 0 -0.987 0.741 -0.865 -0.469 -0.182 -2.404 -0.190 #> 144 0 0 -1.127 -0.168 -0.210 -1.088 -0.716 -2.333 -0.619 #> 145 0 0 -1.096 -0.025 0.735 -0.086 -0.026 -2.833 -0.976 #> 146 NA NA -1.096 1.322 0.699 NA NA -2.333 -0.476 #> 147 0 0 1.087 1.175 -0.101 -0.735 -0.482 0.739 2.167 #> 148 0 0 0.344 -0.322 -0.101 -0.042 -0.042 -1.047 -0.476 #> 149 2 1 -1.096 0.185 -1.156 -1.249 -1.417 -1.976 -0.547 #> 150 0 0 -0.538 0.045 0.844 -0.373 -0.314 -0.761 0.096 #> 151 0 0 1.196 -0.399 0.044 1.013 1.145 1.167 2.167 #> 152 0 0 0.747 0.045 1.863 -0.081 -0.373 -0.190 1.310 #> 153 0 0 0.050 -0.245 1.463 0.342 0.215 -2.690 -0.547 #> 154 4 3 -1.235 0.566 -0.429 -0.451 -0.551 -1.904 -0.619 #> 155 0 0 1.025 -0.913 -1.265 1.225 1.225 0.739 2.453 #> 156 0 0 -0.352 1.175 1.317 -0.862 -0.862 -2.547 -0.261 #> 157 0 0 -0.461 1.070 1.245 -1.196 -0.935 -2.333 -1.047 #> 158 0 2 -1.080 -0.245 -1.047 -0.482 -0.101 -1.833 -0.476 #> 159 0 0 -0.972 -0.025 1.172 0.806 0.806 -1.761 -1.119 #> 160 0 0 -0.972 -0.025 1.172 0.806 0.806 -1.761 -1.119 #> 161 0 0 -1.297 0.045 0.262 0.735 0.851 -2.404 -0.833 #> 162 0 0 -0.972 0.381 1.354 -0.060 -0.060 -2.404 -0.833 #> 163 0 0 0.220 -1.007 1.608 0.467 0.073 -0.547 1.239 #> 164 0 0 -1.421 1.371 0.444 -1.485 -1.245 -2.761 -1.761 #> 165 0 0 1.289 -0.647 -0.320 1.502 1.502 0.953 2.381 #> 166 0 0 -0.074 -0.025 0.772 -0.264 -0.264 -2.333 -0.404 #> 167 0 0 1.134 -0.399 -0.611 0.615 0.615 -0.404 1.596 #> 168 0 0 0.700 -1.857 -0.065 3.066 3.267 0.096 1.596 #> 169 0 0 0.561 -1.406 -0.501 -0.113 -0.378 -0.476 0.596 #> 170 0 0 0.251 -0.734 0.153 2.119 1.609 -0.547 -0.261 #> 171 0 0 0.004 0.381 1.245 0.099 0.099 -1.690 -0.619 #> 172 0 0 -0.538 0.685 0.262 0.152 0.298 -2.333 0.167 #> 173 0 0 -0.987 0.566 2.299 -0.350 -0.652 -1.619 -0.261 #> 174 0 0 0.360 -1.199 0.626 0.318 0.318 -2.119 -0.547 #> 175 0 0 0.220 -0.399 2.008 -0.510 0.086 -2.190 -0.619 #> 176 0 0 -0.445 -0.647 0.553 0.436 0.010 -2.261 -0.476 #> 177 3 3 -0.925 -0.025 0.699 -0.086 -0.264 -2.690 -1.690 #> 178 1 1 -1.049 0.115 -0.938 -0.362 -0.362 -1.619 -1.047 #> 179 0 0 0.066 0.045 0.590 0.502 0.385 -1.904 0.096 #> 180 0 0 -0.724 0.185 0.008 0.768 0.600 -2.904 -0.261 #> 181 0 0 0.994 -0.913 0.808 2.759 1.379 0.524 2.167 #> 182 2 1 -1.018 0.566 -0.611 -0.451 -0.200 -2.333 -1.047 #> 183 0 0 1.103 -0.245 -0.829 1.102 0.912 1.596 3.024 #> 184 0 0 0.731 -1.301 -0.029 0.066 -0.019 -0.619 0.667 #> 185 0 0 0.329 -0.647 1.208 1.289 1.289 -1.047 -0.261 #> 186 0 0 0.329 -0.168 1.026 0.028 -0.902 -0.976 1.381 #> 187 0 0 0.174 -0.322 0.481 0.994 1.123 -1.833 -0.619 #> 188 0 0 0.979 -1.199 -0.065 1.734 1.234 -0.476 0.524 #> 189 0 0 -0.074 0.045 2.008 0.443 0.268 -2.904 -1.047 #> 190 0 1 -1.080 0.685 -0.065 -0.139 0.152 -2.904 -1.619 #> 191 0 0 -0.213 -0.734 0.081 0.735 0.735 -1.833 -0.404 #> 192 1 1 -1.188 -1.301 -0.974 -0.448 0.323 -1.833 -0.261 #> 193 0 0 1.320 -0.168 0.044 0.400 1.268 -0.047 1.667 #> 194 0 0 1.087 -0.245 1.135 0.659 0.532 -0.690 0.881 #> 195 0 0 -0.352 -0.647 0.772 1.147 0.507 -1.619 -1.047 #> 196 1 1 -1.127 0.626 -1.265 -0.194 -0.095 -2.190 -1.190 #> 197 0 0 -0.352 0.045 0.226 0.210 0.385 -2.904 -0.547 #> 198 0 0 -0.167 2.140 1.026 -0.745 -0.488 -2.119 0.024 #> 199 0 0 1.242 0.381 -1.265 -0.272 -0.855 1.739 2.310 #> 200 0 1 0.267 -0.168 0.008 -0.344 -0.282 -1.833 0.096 #> 201 0 0 -0.987 1.465 -0.756 -0.897 -1.208 -1.833 -0.190 #> 202 1 2 -1.173 1.322 -1.229 -0.819 -1.305 -2.190 -0.904 #> 203 2 0 0.375 -0.822 -0.283 1.422 1.497 -1.119 -0.119 #> 204 1 0 1.645 1.017 -1.265 -0.643 -0.908 0.667 1.667 #> 205 0 0 1.242 -0.647 -1.047 2.355 2.355 0.667 1.881 #> 206 0 0 1.784 -0.913 -1.265 1.379 0.919 0.667 1.596 #> 207 0 0 1.350 -0.822 -1.229 -0.072 -0.072 0.596 1.096 #> 208 0 0 0.004 -0.563 0.844 1.193 1.262 -1.976 -0.904 #> 209 0 0 1.289 -0.399 -0.938 1.609 1.344 1.596 2.596 #> 210 0 0 1.614 -0.245 -0.756 -0.291 0.025 1.667 2.239 #> 211 0 0 1.753 -0.479 -1.193 1.982 2.185 2.381 2.881 #> 212 0 0 1.567 1.122 -0.174 0.323 0.323 0.667 1.453 #> 213 1 0 0.917 1.902 2.117 -1.356 -1.048 -0.190 0.596 #> 214 0 0 1.010 0.965 1.717 0.107 -0.117 0.453 1.310 #> 215 0 0 1.072 0.801 1.681 -0.036 0.058 0.381 0.524 #> 216 0 0 1.025 -0.245 1.717 1.039 1.039 0.096 1.024 #> 217 0 0 1.923 0.252 -1.265 0.493 0.427 1.453 2.453 #> 218 0 0 0.994 -0.168 1.245 1.280 0.908 -0.261 0.881 #> 219 0 0 1.041 0.626 0.663 0.201 0.201 0.810 1.453 #> 220 0 0 1.660 -1.102 -1.265 2.094 2.094 2.096 3.239 #> 221 0 0 1.660 -0.647 -1.265 -0.203 -0.203 0.453 2.881 #> 222 0 0 1.970 -0.479 -1.265 1.710 1.710 1.596 2.167 #> 223 0 0 1.815 2.217 -1.265 -0.506 -0.882 0.167 2.096 #> 224 0 0 2.279 -3.158 -1.265 0.152 0.006 2.381 3.453 #> 225 0 0 2.434 0.185 -1.265 1.329 1.161 2.310 2.524 #> 226 0 0 1.970 0.626 -1.265 0.251 0.547 2.096 3.096 #> 227 0 0 1.196 0.185 -1.265 -0.913 -0.577 0.596 1.453 #> 228 0 0 1.505 -0.025 -1.265 0.092 0.092 1.810 2.167 #> 229 0 0 1.041 -1.199 -1.229 0.735 -0.348 1.524 1.739 #> 230 0 0 1.350 0.503 -1.265 -1.228 -0.615 2.381 3.239 #> 231 0 0 1.041 -4.406 -1.265 5.355 5.980 1.381 1.810 #> 232 0 0 1.350 -1.301 -0.720 0.066 0.323 2.239 2.667 #> 233 0 0 1.505 -4.945 -1.265 5.494 5.494 2.096 2.667 #> 234 0 0 1.350 -0.399 -1.265 -0.378 0.615 1.167 2.167 #> 235 0 0 1.196 0.252 -1.193 -0.618 -0.453 0.667 1.596 #> 236 0 0 1.196 0.185 -1.265 0.264 0.264 1.167 3.167 #> 237 0 0 1.660 -0.563 -1.265 -0.126 0.152 0.667 2.667 #> 238 0 0 1.660 -2.109 -1.265 3.713 3.713 1.739 2.810 #> 239 0 0 1.815 -1.857 -1.265 1.056 2.262 1.810 3.310
