I am having differents results in a Anova analysis depending order of independent variables, to replicate this I use Casella (2008) datasets and sequential Sum of squares:
Code:
clear all
set more off
input Diet Tank WtGain
1 1 9.759
1 1 7.399
1 1 -0.209
1 1 2.204
1 1 0.267
1 1 3.002
1 2 8.031
1 2 6.25
1 2 0.134
1 2 4.594
1 2 4.414
1 2 9.816
1 3 -2.23
1 3 9.69
1 3 -2.239
1 3 9.499
1 3 6.927
1 3 3.449
1 4 4.274
1 4 7.52
1 4 12.141
1 4 4.828
1 4 3.391
1 4 3.621
2 5 21.819
2 5 6.503
2 5 31.596
2 5 24.633
2 5 15.73
2 5 22.231
2 6 11.672
2 6 26.479
2 6 19.784
2 6 20.884
2 6 21.811
2 6 26.344
2 7 22.161
2 7 16.429
2 7 23.311
2 7 21.983
2 7 12.181
2 7 18.252
2 8 30.865
2 8 17.875
2 8 24.562
2 8 20.442
2 8 20.791
2 8 19.44
3 9 47.588
3 9 38.219
3 9 44.445
3 9 47.115
3 9 30.83
3 9 58.708
3 10 62.477
3 10 29.834
3 10 49.902
3 10 59.946
3 10 46.587
3 10 38.567
3 11 54.545
3 11 38.846
3 11 52.163
3 11 43.141
3 11 27.822
3 11 58.025
3 12 57.749
3 12 47.737
3 12 40.653
3 12 45.344
3 12 46.702
3 12 50.091
end
. anova WtGain Diet Tank, sequential
Number of obs = 72 R-squared = 0.8738
Root MSE = 7.17084 Adj R-squared = 0.8506
Source | Seq. SS df MS F Prob > F
-----------+----------------------------------------------------
Model | 21355.5538 11 1941.41398 37.76 0.0000
|
Diet | 21247.7397 2 10623.8699 206.61 0.0000
Tank | 107.814082 9 11.9793424 0.23 0.9883
|
Residual | 3085.25287 60 51.4208811
-----------+----------------------------------------------------
Total | 24440.8067 71 344.236714
. anova WtGain Tank Diet , sequential
Number of obs = 72 R-squared = 0.8738
Root MSE = 7.17084 Adj R-squared = 0.8506
Source | Seq. SS df MS F Prob > F
-----------+----------------------------------------------------
Model | 21355.5538 11 1941.41398 37.76 0.0000
|
Tank | 21355.5538 11 1941.41398 37.76 0.0000
Diet | 0 0
|
Residual | 3085.25287 60 51.4208811
-----------+----------------------------------------------------
Total | 24440.8067 71 344.236714Thanks in advance
Regards
Rodrigo
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