Estimated coefficients and related statistics from the model ml.Repeatr4
Source:R/data.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
Provenance
Derived-modeled. Produced by Repeatr_4 (mlogit fit on Repeatr3).
Examples
results_ml_Repeatr4
#> Estimate Std. Error z-value Pr(>|z|)
#> (Intercept):2 2.53141417 0.20838710 12.1476531 0.000000e+00
#> (Intercept):3 2.70962458 0.23809007 11.3806705 0.000000e+00
#> (Intercept):4 2.85967839 0.21580460 13.2512392 0.000000e+00
#> (Intercept):5 2.19875828 0.21230735 10.3564868 0.000000e+00
#> (Intercept):6 2.25075748 0.20927085 10.7552364 0.000000e+00
#> (Intercept):7 3.60868862 0.20333710 17.7473206 0.000000e+00
#> (Intercept):8 2.75266308 0.20666856 13.3192153 0.000000e+00
#> (Intercept):9 2.99125046 0.20053767 14.9161528 0.000000e+00
#> (Intercept):10 3.56122317 0.21316194 16.7066562 0.000000e+00
#> (Intercept):11 1.23585742 0.21788558 5.6720477 1.411007e-08
#> (Intercept):12 1.50692872 0.21213699 7.1035642 1.215694e-12
#> (Intercept):13 1.94177674 0.20914608 9.2843087 0.000000e+00
#> (Intercept):14 1.87855310 0.21084664 8.9095708 0.000000e+00
#> (Intercept):15 1.88119579 0.20933941 8.9863433 0.000000e+00
#> (Intercept):16 2.54263661 0.20342773 12.4989675 0.000000e+00
#> (Intercept):17 3.24037193 0.24530214 13.2097176 0.000000e+00
#> (Intercept):18 1.83525002 0.20724176 8.8555996 0.000000e+00
#> (Intercept):19 1.54308729 0.24067028 6.4116237 1.439779e-10
#> (Intercept):20 3.31997356 0.21589994 15.3773712 0.000000e+00
#> (Intercept):21 0.07192753 0.29258683 0.2458331 8.058114e-01
#> (Intercept):22 1.59846980 0.21035306 7.5989853 2.975398e-14
#> (Intercept):23 3.43463369 0.20406092 16.8314134 0.000000e+00
#> (Intercept):24 1.91298660 0.21590132 8.8604672 0.000000e+00
#> (Intercept):25 2.25541902 0.27352712 8.2456870 2.220446e-16
#> (Intercept):26 2.40037500 0.25072619 9.5736906 0.000000e+00
#> (Intercept):27 2.17373592 0.20383267 10.6643155 0.000000e+00
#> (Intercept):28 2.76691008 0.20183982 13.7084453 0.000000e+00
#> (Intercept):29 2.60550767 0.22042156 11.8205662 0.000000e+00
#> (Intercept):30 1.82805804 0.21120887 8.6552143 0.000000e+00
#> (Intercept):31 2.52138368 0.22028566 11.4459728 0.000000e+00
#> (Intercept):32 2.45670421 0.22159257 11.0865822 0.000000e+00
#> (Intercept):33 1.20932253 0.26668843 4.5345895 5.771563e-06
#> (Intercept):34 2.56703127 0.20661157 12.4244316 0.000000e+00
#> (Intercept):35 2.45520499 0.28485141 8.6192480 0.000000e+00
#> (Intercept):36 0.94596427 0.22402013 4.2226754 2.414194e-05
#> (Intercept):37 2.40549652 0.20650614 11.6485470 0.000000e+00
#> (Intercept):38 1.14179434 0.21626129 5.2796981 1.293969e-07
#> (Intercept):39 2.40125655 0.20219456 11.8759698 0.000000e+00
#> (Intercept):40 1.74416965 0.21011128 8.3011711 0.000000e+00
#> (Intercept):41 1.07070568 0.26622416 4.0218200 5.775017e-05
#> (Intercept):42 -0.40598183 0.73941681 -0.5490568 5.829665e-01
#> (Intercept):43 -0.40620964 0.27049265 -1.5017400 1.331643e-01
#> (Intercept):44 2.49374795 0.20208262 12.3402397 0.000000e+00
#> (Intercept):45 1.13659629 0.21984655 5.1699528 2.341532e-07
#> (Intercept):46 1.38733121 0.21498473 6.4531617 1.095404e-10
#> (Intercept):47 1.47278294 0.21118033 6.9740537 3.079315e-12
#> (Intercept):48 0.73390729 0.25226942 2.9092202 3.623315e-03
#> (Intercept):49 1.76031236 0.20780820 8.4708514 0.000000e+00
#> (Intercept):50 2.49272683 0.29815551 8.3604923 0.000000e+00
#> (Intercept):51 1.52223635 0.21408684 7.1103687 1.157296e-12
#> (Intercept):52 1.81273029 0.21625051 8.3825481 0.000000e+00
#> (Intercept):53 2.71513040 0.20255900 13.4041460 0.000000e+00
#> (Intercept):54 2.81570081 0.20434211 13.7793466 0.000000e+00
#> (Intercept):55 2.89530578 0.20716765 13.9756657 0.000000e+00
#> (Intercept):56 1.31047716 0.21462793 6.1058090 1.022813e-09
#> (Intercept):57 2.06925487 0.25565525 8.0939269 6.661338e-16
#> (Intercept):58 2.27980022 0.22362611 10.1946959 0.000000e+00
#> (Intercept):59 3.01907229 0.22579312 13.3709669 0.000000e+00
#> (Intercept):60 2.74084983 0.23187539 11.8203565 0.000000e+00
#> (Intercept):61 1.76754624 0.23152675 7.6343068 2.264855e-14
#> (Intercept):62 3.19785928 0.21655571 14.7669130 0.000000e+00
#> (Intercept):63 -1.83762086 0.45199219 -4.0656032 4.790839e-05
#> (Intercept):64 2.20693064 0.20493487 10.7689369 0.000000e+00
#> (Intercept):65 1.18047718 0.37552425 3.1435445 1.669150e-03
#> (Intercept):66 2.69613300 0.20197484 13.3488556 0.000000e+00
#> (Intercept):67 3.11613742 0.21684855 14.3701092 0.000000e+00
#> (Intercept):68 3.60412379 0.19982307 18.0365751 0.000000e+00
#> (Intercept):69 2.89891512 0.20030708 14.4723545 0.000000e+00
#> (Intercept):70 2.33943393 0.20258985 11.5476366 0.000000e+00
#> (Intercept):71 1.86454931 0.20673953 9.0188331 0.000000e+00
#> (Intercept):72 1.77094652 0.21053640 8.4115932 0.000000e+00
#> (Intercept):73 2.01730520 0.20498082 9.8414339 0.000000e+00
#> (Intercept):74 2.18436969 0.20500177 10.6553701 0.000000e+00
#> (Intercept):75 2.95314154 0.20350559 14.5113535 0.000000e+00
#> (Intercept):76 2.58093193 0.20217888 12.7655862 0.000000e+00
#> (Intercept):77 2.43590849 0.20893918 11.6584575 0.000000e+00
#> (Intercept):78 1.55497314 0.20992164 7.4073981 1.287859e-13
#> (Intercept):79 0.30553019 0.24353855 1.2545455 2.096438e-01
#> (Intercept):80 1.70529589 0.31471722 5.4185020 6.010048e-08
#> (Intercept):81 2.16629615 0.20516487 10.5588062 0.000000e+00
#> (Intercept):82 2.31575980 0.20741906 11.1646430 0.000000e+00
#> (Intercept):83 2.12174588 0.20268357 10.4682680 0.000000e+00
#> (Intercept):84 3.13753660 0.20376654 15.3977028 0.000000e+00
#> (Intercept):85 2.61508600 0.27120848 9.6423459 0.000000e+00
#> (Intercept):86 -0.30788459 0.26371385 -1.1674949 2.430105e-01
#> (Intercept):87 -1.02160744 0.31578848 -3.2351004 1.215999e-03
#> (Intercept):88 2.75759231 0.20365455 13.5405387 0.000000e+00
#> (Intercept):89 2.40181315 0.20386387 11.7814558 0.000000e+00
#> (Intercept):90 0.55787539 0.25594221 2.1796928 2.928024e-02
#> (Intercept):91 3.15160718 0.20596079 15.3019763 0.000000e+00
#> (Intercept):92 1.88873395 0.20948519 9.0160740 0.000000e+00
#> yearsold_1 0.24940035 0.02935668 8.4955225 0.000000e+00
#> yearsold_2 -0.05401097 0.03632953 -1.4866960 1.370951e-01
#> yearsold_3 -0.31307437 0.04624427 -6.7700141 1.287703e-11
#> yearsold_4 -0.60905337 0.05737694 -10.6149507 0.000000e+00
#> yearsold_5 -0.77951688 0.07036819 -11.0776886 0.000000e+00
#> yearsold_6 -0.87704880 0.08124530 -10.7950712 0.000000e+00
#> yearsold_7 -0.96521201 0.09492432 -10.1682270 0.000000e+00
#> yearsold_8 -0.82643720 0.12263073 -6.7392343 1.592237e-11