Estimated coefficients and related statistics from the model ml.Repeatr4
Source:R/results_ml_Repeatr4.R
results_ml_Repeatr4.RdBasic choice model
Format
dataframe with one row for each coefficient in the model.
- Estimate
The coefficient value
- Std. Error
The standard error of the coefficient
- z-value
The z-value of the coefficient
- Pr(>|z|)
The P value of the coefficient
Details
This model was estimated with mlogit on all of the data.
The utility formula was as follows:
choice ~ yearsold_1 + yearsold_2 + yearsold_3 + yearsold_4 + yearsold_5 + yearsold_6 + yearsold_7 + yearsold_8 + song2 + ... + song92
Examples
results_ml_Repeatr4
#> Estimate Std. Error z-value Pr(>|z|)
#> (Intercept):2 2.54708854 0.21280546 11.9690939 0.000000e+00
#> (Intercept):3 2.69769171 0.24622264 10.9563104 0.000000e+00
#> (Intercept):4 2.87698892 0.22046308 13.0497540 0.000000e+00
#> (Intercept):5 2.20118809 0.21648563 10.1678255 0.000000e+00
#> (Intercept):6 2.18733588 0.21413948 10.2145383 0.000000e+00
#> (Intercept):7 3.61327076 0.20723702 17.4354500 0.000000e+00
#> (Intercept):8 2.78434132 0.21044934 13.2304591 0.000000e+00
#> (Intercept):9 3.01364584 0.20406076 14.7683753 0.000000e+00
#> (Intercept):10 3.61513085 0.21758267 16.6149760 0.000000e+00
#> (Intercept):11 1.21975477 0.22311749 5.4668722 4.580461e-08
#> (Intercept):12 1.47034369 0.21688438 6.7793896 1.206857e-11
#> (Intercept):13 1.89921683 0.21398370 8.8755212 0.000000e+00
#> (Intercept):14 1.80139831 0.21610228 8.3358598 0.000000e+00
#> (Intercept):15 1.82156691 0.21425003 8.5020613 0.000000e+00
#> (Intercept):16 2.57934585 0.20705169 12.4574970 0.000000e+00
#> (Intercept):17 3.32193972 0.25354135 13.1021613 0.000000e+00
#> (Intercept):18 1.82019675 0.21138155 8.6109538 0.000000e+00
#> (Intercept):19 1.57491190 0.24538633 6.4180914 1.379934e-10
#> (Intercept):20 3.33328288 0.22061952 15.1087393 0.000000e+00
#> (Intercept):21 0.11404639 0.29510620 0.3864588 6.991569e-01
#> (Intercept):22 1.60865616 0.21421969 7.5093759 5.950795e-14
#> (Intercept):23 3.43844354 0.20798281 16.5323445 0.000000e+00
#> (Intercept):24 1.90529887 0.22018989 8.6529808 0.000000e+00
#> (Intercept):25 2.31950594 0.28080002 8.2603483 2.220446e-16
#> (Intercept):26 2.36815156 0.26036294 9.0955783 0.000000e+00
#> (Intercept):27 2.17316763 0.20767785 10.4641283 0.000000e+00
#> (Intercept):28 2.78128295 0.20559902 13.5277056 0.000000e+00
#> (Intercept):29 2.61629948 0.22527855 11.6136202 0.000000e+00
#> (Intercept):30 1.89042059 0.21433280 8.8200245 0.000000e+00
#> (Intercept):31 2.55993792 0.22464847 11.3953052 0.000000e+00
#> (Intercept):32 2.53503357 0.22542002 11.2458226 0.000000e+00
#> (Intercept):33 1.26302943 0.27167028 4.6491262 3.333442e-06
#> (Intercept):34 2.60808779 0.21027268 12.4033604 0.000000e+00
#> (Intercept):35 2.36112118 0.29795355 7.9244607 2.220446e-15
#> (Intercept):36 0.86825492 0.23082027 3.7616061 1.688258e-04
#> (Intercept):37 2.38431456 0.21104982 11.2974018 0.000000e+00
#> (Intercept):38 1.09768048 0.22172553 4.9506273 7.397466e-07
#> (Intercept):39 2.41060309 0.20601158 11.7012988 0.000000e+00
#> (Intercept):40 1.72715991 0.21454827 8.0502161 8.881784e-16
#> (Intercept):41 1.14986092 0.26923763 4.2708032 1.947702e-05
#> (Intercept):42 -0.28639095 0.74090551 -0.3865418 6.990955e-01
#> (Intercept):43 -0.56023109 0.28745779 -1.9489160 5.130545e-02
#> (Intercept):44 2.50125097 0.20592472 12.1464337 0.000000e+00
#> (Intercept):45 1.17294468 0.22435773 5.2280109 1.713434e-07
#> (Intercept):46 1.40590576 0.21964095 6.4009275 1.544360e-10
#> (Intercept):47 1.49950638 0.21481255 6.9805344 2.940537e-12
#> (Intercept):48 0.77908640 0.25518652 3.0530077 2.265601e-03
#> (Intercept):49 1.76083699 0.21169796 8.3176852 0.000000e+00
#> (Intercept):50 2.41120479 0.31143440 7.7422559 9.769963e-15
#> (Intercept):51 1.46852220 0.21952533 6.6895343 2.238809e-11
#> (Intercept):52 1.84863267 0.21982470 8.4095765 0.000000e+00
#> (Intercept):53 2.70642738 0.20667410 13.0951452 0.000000e+00
#> (Intercept):54 2.78072331 0.20870068 13.3239780 0.000000e+00
#> (Intercept):55 2.95790343 0.21144835 13.9887751 0.000000e+00
#> (Intercept):56 1.30950427 0.21868176 5.9881733 2.122109e-09
#> (Intercept):57 2.16165210 0.26133224 8.2716626 2.220446e-16
#> (Intercept):58 2.26663530 0.22922199 9.8883853 0.000000e+00
#> (Intercept):59 3.02273452 0.23146755 13.0589993 0.000000e+00
#> (Intercept):60 2.68089371 0.23904716 11.2149156 0.000000e+00
#> (Intercept):61 1.80667245 0.23579339 7.6620996 1.820766e-14
#> (Intercept):62 3.22846563 0.22114847 14.5986343 0.000000e+00
#> (Intercept):63 -1.80092625 0.45360536 -3.9702490 7.179755e-05
#> (Intercept):64 -2.06086059 0.45567469 -4.5226576 6.106798e-06
#> (Intercept):65 2.25456493 0.20905887 10.7843545 0.000000e+00
#> (Intercept):66 0.55512067 0.41025116 1.3531239 1.760160e-01
#> (Intercept):67 2.70014022 0.20578112 13.1214187 0.000000e+00
#> (Intercept):68 3.13228538 0.22177715 14.1235711 0.000000e+00
#> (Intercept):69 3.59287344 0.20368943 17.6389784 0.000000e+00
#> (Intercept):70 2.93072326 0.20402805 14.3643152 0.000000e+00
#> (Intercept):71 2.33115683 0.20662457 11.2820890 0.000000e+00
#> (Intercept):72 1.88053563 0.21083870 8.9193094 0.000000e+00
#> (Intercept):73 1.78113998 0.21440199 8.3074786 0.000000e+00
#> (Intercept):74 2.01300824 0.20891729 9.6354315 0.000000e+00
#> (Intercept):75 2.16714322 0.20927484 10.3554887 0.000000e+00
#> (Intercept):76 2.96387692 0.20760823 14.2762975 0.000000e+00
#> (Intercept):77 2.56743651 0.20614938 12.4542531 0.000000e+00
#> (Intercept):78 2.39518868 0.21364947 11.2108337 0.000000e+00
#> (Intercept):79 1.57142606 0.21367228 7.3543751 1.918465e-13
#> (Intercept):80 0.34692932 0.24650869 1.4073716 1.593172e-01
#> (Intercept):81 1.82420213 0.31814566 5.7338584 9.817132e-09
#> (Intercept):82 2.27647259 0.20772288 10.9591809 0.000000e+00
#> (Intercept):83 2.27228599 0.21207414 10.7145833 0.000000e+00
#> (Intercept):84 2.14212057 0.20637172 10.3799135 0.000000e+00
#> (Intercept):85 3.15226210 0.20760350 15.1840506 0.000000e+00
#> (Intercept):86 2.66480595 0.27795595 9.5871521 0.000000e+00
#> (Intercept):87 -0.43290088 0.27781948 -1.5582092 1.191837e-01
#> (Intercept):88 -1.08112825 0.33058184 -3.2703801 1.074031e-03
#> (Intercept):89 2.75203943 0.20781964 13.2424418 0.000000e+00
#> (Intercept):90 2.38276432 0.20805821 11.4523925 0.000000e+00
#> (Intercept):91 0.54519260 0.26194171 2.0813508 3.740181e-02
#> (Intercept):92 3.15285955 0.21033936 14.9893938 0.000000e+00
#> (Intercept):93 1.88618100 0.21354084 8.8328817 0.000000e+00
#> (Intercept):94 -1.79969250 0.73524002 -2.4477619 1.437466e-02
#> yearsold_1 0.20390148 0.03017607 6.7570590 1.408207e-11
#> yearsold_2 -0.08562067 0.03729582 -2.2957178 2.169202e-02
#> yearsold_3 -0.32907945 0.04742909 -6.9383463 3.967271e-12
#> yearsold_4 -0.62352443 0.05932328 -10.5106192 0.000000e+00
#> yearsold_5 -0.78872375 0.07262561 -10.8601328 0.000000e+00
#> yearsold_6 -0.87628823 0.08417980 -10.4097215 0.000000e+00
#> yearsold_7 -0.97498428 0.09826967 -9.9215174 0.000000e+00
#> yearsold_8 -0.81818640 0.12647061 -6.4693795 9.840617e-11