Description Usage Format Details See Also Examples

Simulated gene expression data for demonstrating the features of BVCfit.

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gExp consists of five components: X, Y, Z, E and clin. gExp.new contains the data of new observations (X.new, Y.new, Z.new, E.new and clin.new) which can be used for evaluating the prediction performance.

gExp.L contains larger datasets: X2, Y2, Z2, E2 and clin2

the same true model is used for generating Y, Y.new and Y2

*Y = β_{0}(Z)+β_{1}(Z)X_{1} + β_{2}(Z)X_{2} + 1.5X_{3} - X_{5} + 1.3E - 1.2 EX_{2}+1.3 EX_{4} - clin_{1} + 1.5 clin_{2} + ε*

where *ε\sim N(0,1)*, *β_{0}=2\sin(2π*Z)*, *β_{1}=2\exp(2Z-1) * and *β_{2}=-6Z(1-Z) *

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