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Data Science: Similarity Least Squares (SLSTM) + physics + Statistical Design of Experiment (DOE) A New Paradigm for Analysis and Management of Complexity
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Scaling-tables for nominal and ordinal variables for 2 outcomes, NR or SVR EXAMPLEs SEX scaled F -0.494685 M -0.066691 Genotype scaled 1 0.1900436 2 -1.4468745 3 -0.980829 4 0.44183275 5 -0.6931472
Fibrosis (METAVIR ) scaled
0 0
1 -0.7884573
2 -0.5198755
3 0.25131443
4 1.14513007Activity (METAVIR score) scaled
0 8.20246139 singular data
1 -0.6567795
2 0.06744128
3 0.28768207prior treatment outcome scaled NA (no prior) -0.4834266 NR 0.48550782 RR -0.9985285 #previous treatments scaled 0 -0.4834266 1 0 2 0.26826399 3 0 limited data 4 0 limited data 5 -8.2024614 singular data prior treatment scaled IFN -0.1000835 IFN+PEG -9.2027354 IFN+RIBA 0.40546511 NA (no prior) -0.499956 viral Load TMA scaled >=3200 . bDNA viral load <3200 pos 2000 <3200 neg 100 |
Copyright of James M Minor, July 4, 2004.
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