Man pages for LuZhangH/floodgate
Floodgate: inference for model-free variable importance
| 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.gaussian.nulls | Generate null samples for multivariate Gaussian covariates... |
| cosuff.g_copula.nulls | Generate null samples for Gaussian copula covariates via... |
| 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.binary | Infer the model-free variable importance, MACM gap for binary... |
| funs.list | A list of functions: fitting algorithms. |
| Genotypes.parm | Obtain parameters from a fastPHASE genotype model |
| gen.Y | Generate response variables |
| HMM.parm | Obtain model parameters from a randomly generated HMM |
| inference_general | Obtain the floodgate LCB using the Delta method |
| sample.gaussian.nulls | Generate null samples for multivariate Gaussian covariates |
| sample.g_copula.nulls | Generate null samples for Gaussian copula covariates |
