[R] Regression w/ interactions
Michael Dykes
thedoctor81877 at gmail.com
Thu Apr 15 06:52:51 CEST 2010
I have a project due in my Linear Regression class re: regression on a data
set & my professor gave us a hint that there were *exactly *2 sig
interactions. The data set is attached. We have to find which predictors are
significant, & which 2 interactions are sig. Also, I nedd some guidance for
this & selecting the best model. I tried the `full' model, that being:
z=lm(y~x1+x2+x3+x4+x1*x2+x2*x3...+x3*x4). I then ran an anova(z), &
summary(z). My R^2 & R^2_a were *really* low. I am not sure how to do PRESS,
AIC & Cp in R yet though. Any help would be appreciated.
--
In Christ,
Michael D
-------------- next part --------------
-0.181277 b b a -4.854498
-1.373577 b d b 2.907360450142
0.084283 b a a 5.808826503644
-1.127579 a d a 20.376580203723
-1.505394 c c a 15.980271285708
0.805714 a b a -7.816702950204
-1.758552 a a a -10.166765410112
-2.142039 a b b -10.375365155042
-1.186767 a d b 9.011867
0.626815 c d a 11.397132867325
0.583209 b b b 4.020803737681
0.883034 a c b -14.856109180624
0.799648 b b b 7.527047923904
-1.387795 a c b 10.31442492405
0.664249 c a a -4.76701
-0.468531 c c a -5.222927893883
0.811834 c b a -11.628574887112
0.366410 a d b 7.1486201357
-1.007479 a c b -9.151556677205
-0.389301 a a b -2.358260462798
-0.181228 a d a 1.429120648064
0.347862 a d a -2.758801913132
-0.526441 a c b -0.997357126481
0.573127 a a b -3.129691558129
1.828985 b a b -1.338757130225
1.712653 c a a 3.740484403182
0.323601 a d b 10.367141
-0.766638 c d b -3.824669823044
-1.483897 b b b -4.718086226436
-0.409424 c c b -1.266755011776
0.688012 a c a -4.187009024288
-0.223448 b c a -6.474360017408
1.650190 b b b -5.3548669639
0.509900 a c a 0.90449399
0.648275 b a a 12.589634
0.958924 c c a -8.750357
1.236345 b b a -6.271058959025
0.879718 b c b -2.102226
0.847110 c b b 5.8888077042
0.057705 c a b -0.15064
1.466836 a d b -13.994296850896
0.252834 b d b -5.343887
-0.646959 a d a 2.380481209276
-0.641361 a b a 5.281187203037
1.436205 a a a 7.230062197975
-0.914302 a c b 7.954952
-1.374686 b a a 4.024969598596
-1.405034 a d b 18.696831623468
-1.761170 b d b -29.3249180756
-2.037577 c a b -14.720158123716
0.315597 b a b -15.567926533591
0.445058 c a a 7.356515753272
-0.391830 a a b -0.1212394978
0.111954 c d a -8.60269549058
1.070064 b d a 5.950436964096
0.744335 a d b 1.122728592225
0.744789 c a a 2.916147345479
-0.280928 c c a -1.560806623552
0.074920 a a b 1.8566239936
-3.303051 b c b -1.043654908601
-0.752622 a a a -0.532701874884
0.213995 c a a -5.100755580075
-0.288164 b a a -5.433570963584
1.240903 b b b -2.345784
0.028406 c a b -14.952644900836
-1.778258 b d b 13.077621
0.362794 c c a -11.816527
-1.183487 b a b 2.732006
-0.026913 b c a -1.099999380862
-0.345788 c c b 5.098742340944
0.658509 c a a -10.405751309243
0.583429 b a b 1.544372
-2.044017 c a b -24.284095481445
-0.032043 a d a -18.783719753849
-0.019330 a b b 7.5757614044
0.231343 c c a -6.814815918245
0.453047 a b a 3.901269415791
1.669509 b a b -13.543330903243
0.118164 a c b 2.424542538208
0.212080 c a b -11.348567
1.775061 c d b 4.836750892558
0.164970 a d a -0.3874122018
-1.473051 b b a 5.721379751399
0.984253 b c a -7.528274968009
1.614237 a c a -8.166492184338
1.328719 b c b 12.637026638078
0.657254 a a a -10.174004820516
0.292654 a b a 2.993034636284
0.289567 b d b -2.005221237445
-0.238941 a a b -7.987413198519
-1.260164 c a a 17.403358920688
-0.800166 a a b 3.310341117332
-1.249576 b c b -11.723231179776
0.688448 a b a -13.002202648704
-0.319227 a d a -4.562722
-1.174488 a b a 2.744689
-0.132163 a b a 8.887791765724
0.281622 c c b -6.577071803536
-0.568164 b c a -6.065338330896
0.417275 b d a -13.401327276875
More information about the R-help
mailing list