|
Genotypes.parm()
|
Obtain parameters from a fastPHASE genotype model |
|
HMM.parm()
|
Obtain model parameters from a randomly generated HMM |
|
calculate.V_mean()
|
Calculate the expected conditional variance term |
|
calulate.mu_Xk()
|
Calculate mu(Xk) where Xk denotes the null sample |
|
compute.movi()
|
Compute the mMSE gap value |
|
cosuff.g_copula.nulls()
|
Generate null samples for Gaussian copula covariates via co-sufficient sampling |
|
cosuff.gaussian.nulls()
|
Generate null samples for multivariate Gaussian covariates via co-sufficient sampling |
|
fg.inference()
|
Core procedure of floodgate |
|
fg.inference.binary()
|
Core procedure of floodgate: binary responses |
|
fit.mu()
|
Fit a model on the training data for a given alogorithm |
|
floodgate()
|
Infer the model-free variable importance, mMSE gap via floodgate |
|
floodgate.binary()
|
Infer the model-free variable importance, MACM gap for binary responsess via floodgate |
|
funs.list
|
A list of functions: fitting algorithms. |
|
gen.Y()
|
Generate response variables |
|
inference_general()
|
Obtain the floodgate LCB using the Delta method |
|
sample.g_copula.nulls()
|
Generate null samples for Gaussian copula covariates |
|
sample.gaussian.nulls()
|
Generate null samples for multivariate Gaussian covariates |