Chi-squared scores function
chi2score.RdCan be used as getScores input in pandemonium. Returns chi-squared values as the score and sigma bins as the bins.
Examples
chi2score(Bikes$space1,solve(cov(Bikes$space1)),
data.frame(value = colMeans(Bikes$space1)))
#> $score
#> [1] 5.492214 4.450429 7.877240 6.211234 5.652985 5.687381 11.809182
#> [8] 10.693121 13.634015 9.840657 17.824964 8.731111 10.337205 7.595342
#> [15] 11.423937 5.268148 13.078005 15.417259 5.758740 10.626381 10.461979
#> [22] 16.190955 14.454788 11.492213 14.218906 30.127674 9.089324 15.523003
#> [29] 7.423547 10.717406 13.801623 24.086876 8.146863 8.804774 14.054496
#> [36] 18.870040 3.225553 10.899828 7.529004 13.388287 10.490479 6.314943
#> [43] 5.437157 3.257772 2.547433 5.685668 3.299861 2.773317 4.677892
#> [50] 3.379103 4.057624 4.211211 6.868701 4.917467 5.800677 7.794091
#> [57] 3.486783 4.032687 11.772572 4.119147 3.210851 8.099690 11.788567
#> [64] 4.606579 26.697229 5.366775 3.174259 5.672350 17.764923 6.712025
#> [71] 2.692750 2.440642 2.621936 8.202555 3.768475 2.708978 5.682977
#> [78] 2.674717 2.790797 5.454490 2.766653 6.551314 7.335856 4.472919
#> [85] 4.630429 9.728332 5.055682 3.888762 9.913765 27.894629 5.701106
#> [92] 7.762041 2.434044 4.830704 8.296199 2.436867 3.101783 6.488804
#> [99] 9.621837 5.775329 10.445601 6.312864 5.640091 4.244126 2.734728
#> [106] 27.544937 2.783215 5.291162 9.658871 6.450354 2.669315 4.090363
#> [113] 8.131081 6.464266 8.373138 13.891566 16.144984 9.579267 4.242474
#> [120] 3.415256 7.731650 6.283229 11.248630 7.610604 2.771272 3.690170
#> [127] 5.634386 7.663596 6.252504 6.054288 6.449063 5.559360 6.134347
#> [134] 10.123503 7.674028 8.316097 10.935208 7.581291 7.978345 4.986097
#> [141] 6.866246 6.254308 8.449448 8.253326 3.669634 5.436742 6.510096
#> [148] 8.950507 13.972917 4.235047 6.876917 16.229636 7.986767 5.963217
#> [155] 6.889912 12.787500 4.995987 5.008665 7.107758 22.932210 5.980368
#> [162] 4.074805 5.791843 5.741302 6.399425 7.322246 8.246050 5.126118
#> [169] 3.395937 18.534640 7.554320 8.921714 5.854829 13.282879 5.819112
#> [176] 7.156089 7.550970 16.915995 4.857904 6.220012 7.292137 7.896505
#> [183] 8.843293 12.102453 26.390183 6.214694 5.903960 4.962416 11.786808
#> [190] 4.654322 6.636834 11.403165 10.932182 4.901880 6.668617 5.050410
#> [197] 5.006023 6.268356 8.573862 7.406679 7.288347 22.560733 19.531615
#> [204] 20.005791 16.321446 7.909923 8.471338 11.618084 9.781257 16.737321
#> [211] 13.857426 13.440049 7.945142 10.198753 18.438867 11.267687 4.548417
#> [218] 12.674171 10.769776 7.766375 8.278258 10.888804 7.976584 7.687902
#> [225] 9.560669 10.482640 6.403118 5.265124 5.409272 7.170490 11.429678
#> [232] 3.774701 14.762988 6.031198 6.810735 5.359945 9.258846 7.254200
#> [239] 30.304083 5.905982 6.925590 7.753858 7.340924 3.857181 8.829812
#> [246] 5.106484 8.283620 9.046262 28.074025 25.062800 23.074844 15.108465
#> [253] 5.979841 4.431358 5.354268 4.204008 3.851960 7.495088 13.827977
#> [260] 5.084596 3.417336 9.342698 8.903146 13.670404 15.018647 25.577602
#> [267] 13.264374 17.919981 12.343415 13.478915 10.157731 5.514432 5.762144
#> [274] 6.590535 4.164841 10.524554 3.806017 4.914837 4.587547 12.722355
#> [281] 11.075269 9.634123 12.164678 6.427516 20.622305 10.666288 6.961823
#> [288] 4.133218 4.130786 6.133430 11.087090 19.973565 6.381530 2.799137
#> [295] 4.026370 6.432192 6.645394 3.854477 6.485998 3.907705 7.499073
#> [302] 32.201051 2.782977 4.978056 3.762023 6.742164 3.827629 3.073494
#> [309] 2.735289 6.716172 10.215656 8.521409 9.398734 4.251569 3.506244
#> [316] 2.476619 2.626244 3.817379 7.463321 22.509611 2.932550 3.973473
#> [323] 2.842285 6.055337 22.236216 25.763711 9.468269 2.441889 4.093530
#> [330] 6.846935 3.253403 4.710087 6.530611 2.911551 3.071635 3.979960
#> [337] 4.448002 8.817090 12.247407 22.070395 25.894210 4.196939 6.326323
#> [344] 4.109649 5.008188 7.986054 3.333909 18.730477 3.215002 5.119669
#> [351] 8.648752 4.659680 3.841109 20.354343 5.935086 14.867922 2.876997
#> [358] 3.081644 4.677742 3.014890 4.923178 3.882863 4.473613 3.559303
#> [365] 2.661203 3.046281 4.513154 9.076667 21.375875 3.651313 1.890931
#> [372] 2.309984 2.730746 12.838399 2.558966 17.180727 7.711779 3.470175
#> [379] 7.402725 8.458224 5.542597 8.718299 3.518823 6.003031 15.888394
#> [386] 20.744139 18.568944 25.974515 20.673374 4.255389 11.627220 9.206568
#> [393] 2.135803 5.868871 4.858346 2.720369 3.727648 6.314857 2.348818
#> [400] 13.695993 10.022054 3.728039 2.631750 11.372178 2.834308 10.577219
#> [407] 27.773095 10.226149 6.584724 10.972683 2.138666 10.872455 1.625575
#> [414] 2.094073 11.464642 3.001153 2.009536 2.171684 3.106688 6.769967
#> [421] 4.092146 4.657042 2.196466 3.457732 9.484923 4.280207 6.843607
#> [428] 7.100602 3.087531 3.894096 4.361077 2.641860 10.132057 4.943385
#> [435] 5.166531 2.368443 3.576542 6.738524 6.200114 4.848839 9.399788
#> [442] 6.688112 6.695084 6.888963 14.422327 8.180185 17.358125 8.140464
#> [449] 7.871754 10.276373 4.370201 5.961808 4.096889 4.609837 8.061719
#> [456] 6.626936 6.426028 3.225090 5.316264 6.148035 3.644285 2.981782
#> [463] 4.511209 5.601693 4.779838 3.207377 2.364372 2.485490 4.000719
#> [470] 4.414968 5.648938 4.735388 5.933206 10.007878 5.730510 5.743932
#> [477] 7.930226 26.676229 11.891714 2.669102 4.886788 4.258279 4.084485
#> [484] 12.772160 2.899185 9.992370 7.326806 12.290280 5.017755 6.482912
#> [491] 4.439754 4.333949 6.215433 5.856405 3.462550 5.365801 5.863633
#> [498] 6.492700 5.826230 3.909178 4.742770 6.007821 6.555763 6.328547
#> [505] 6.340218 5.384269 5.015424 6.188922 7.744236 4.811285 7.578811
#> [512] 5.152704 4.104330 5.277683 6.421386 9.551182 4.092390 4.747178
#> [519] 6.786891 5.632087 6.856151 8.048333 5.661600 5.312970 4.189782
#> [526] 5.367661 5.092405 11.212561 7.341413 6.247238 5.350475 4.222046
#> [533] 4.507815 5.325239 3.617680 4.857152 8.802245 11.748659 8.694852
#> [540] 4.773516 6.401423 5.124537 5.404689 4.833679 7.086724 16.661781
#> [547] 6.194168 12.712479 9.002856 9.112647 10.030373 14.810068 14.983781
#> [554] 20.344162 15.142746 9.914738 13.100515 3.860956 4.690593 27.376792
#> [561] 9.495119 7.735290 7.776362 13.753318 10.531646 7.712181 8.448092
#> [568] 18.213708 10.737626 7.047316 6.966727 5.465448 10.508592 9.206202
#> [575] 6.243677 4.402876 5.528197 5.233526 5.252981 7.247163 13.147047
#> [582] 11.349434 9.838402 16.794316 14.522282 18.241495 6.306170 8.477136
#> [589] 6.797829 4.251825 4.833350 5.298959 3.855823 4.872726 28.871985
#> [596] 3.225393 10.416660 6.465587 7.503470 7.665769 5.520158 22.416579
#> [603] 4.939842 8.471859 7.495502 4.644665 3.564979 4.950364 6.452843
#> [610] 19.590333 16.696186 11.856477 7.868292 8.333854 9.547249 6.237849
#> [617] 8.469471 5.691736 7.397299 5.587250 4.815670 5.840846 5.770897
#> [624] 5.909388 5.300647 4.568268 20.979959 6.370708 4.753484 5.597123
#> [631] 5.931437 5.575366 5.234802 6.892569 5.434848 8.023227 5.124628
#> [638] 6.241380 4.408238 9.084174 24.723218 14.863637 9.238374 4.719452
#> [645] 7.645247 6.625722 6.529698 5.596784 4.467964 3.192048 2.893442
#> [652] 2.785708 6.409721 6.933182 3.539402 7.340844 4.495672 5.366540
#> [659] 3.250162 3.582759 3.965802 5.809051 7.014054 5.462908 5.279625
#> [666] 4.424640 6.434150 29.652585 11.202778 6.688899 8.020960 2.166275
#> [673] 9.206295 2.129993 2.482319 2.642737 9.313816 3.504261 1.957981
#> [680] 8.343692 4.099675 6.420752 8.292027 2.380613 7.825359 2.171201
#> [687] 1.932139 2.416096 8.167803 8.540573 4.081848 6.463802 1.704546
#> [694] 4.152191 4.702588 5.280117 11.688532 2.790616 3.720779 10.036018
#> [701] 15.937644 11.862699 14.390145 5.873741 3.264350 3.689384 10.211415
#> [708] 15.324809 12.844919 12.856781 7.715934 10.789289 3.256508 5.640309
#> [715] 6.236214 13.106901 14.698688 2.188021 1.850892 7.570688 6.194790
#> [722] 4.303783 4.232935 17.423258 9.741856 24.575730 10.663953 10.651642
#> [729] 13.540409 3.945036 12.469976
#>
#> $bins
#> [1] 1 1 1 1 1 1 2 1 2 1 3 1 1 1 2 1 2 2 1 1 1 2 2 2 2 4 1 2 1 1 2 3 1 1 2 3 1
#> [38] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 1 4 1 1 1 3 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 4 1 1 1 1 1
#> [112] 1 1 1 1 2 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
#> [149] 2 1 1 2 1 1 1 2 1 1 1 3 1 1 1 1 1 1 1 1 1 3 1 1 1 2 1 1 1 2 1 1 1 1 1 2 4
#> [186] 1 1 1 2 1 1 2 2 1 1 1 1 1 1 1 1 3 3 3 2 1 1 2 1 2 2 2 1 1 3 2 1 2 1 1 1 1
#> [223] 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 4 1 1 1 1 1 1 1 1 1 4 3 3 2 1 1 1 1 1 1 2
#> [260] 1 1 1 1 2 2 4 2 3 2 2 1 1 1 1 1 1 1 1 1 2 2 1 2 1 3 1 1 1 1 1 2 3 1 1 1 1
#> [297] 1 1 1 1 1 4 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 3 4 1 1 1 1 1 1 1
#> [334] 1 1 1 1 1 2 3 4 1 1 1 1 1 1 3 1 1 1 1 1 3 1 2 1 1 1 1 1 1 1 1 1 1 1 1 3 1
#> [371] 1 1 1 2 1 2 1 1 1 1 1 1 1 1 2 3 3 4 3 1 2 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 4
#> [408] 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [445] 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 4 2 1 1
#> [482] 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [519] 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 1 1 1 2 2 3 2
#> [556] 1 2 1 1 4 1 1 1 2 1 1 1 3 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 3 1 1 1 1 1 1
#> [593] 1 1 4 1 1 1 1 1 1 3 1 1 1 1 1 1 1 3 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 1
#> [630] 1 1 1 1 1 1 1 1 1 1 1 3 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [667] 1 4 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 2 2
#> [704] 1 1 1 1 2 2 2 1 1 1 1 1 2 2 1 1 1 1 1 1 3 1 3 1 1 2 1 2
#> Levels: 1 2 3 4
#>
#> $interest
#> [1] "bf" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [16] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [31] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [46] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [61] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [76] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [91] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [106] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [121] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [136] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [151] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [166] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [181] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [196] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [211] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [226] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [241] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [256] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [271] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [286] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [301] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [316] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [331] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [346] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [361] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [376] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [391] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [406] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [421] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [436] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [451] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [466] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [481] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [496] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [511] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [526] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [541] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [556] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [571] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [586] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [601] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [616] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [631] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [646] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [661] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [676] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [691] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [706] "" "" "" "" "" "" "" "" "" "" "" "" "" "" ""
#> [721] "" "" "" "" "" "" "" "" "" "" ""
#>
#> $is.interest
#> [1] 1
#>
#> $scoreName
#> [1] "chi2"
#>
#> $binName
#> [1] "sigma"
#>