Detect gene-gene interactions using multifactor dimensionality reduction


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Documentation for package ‘MDR’ version 1.1

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MDR-package Detect gene-gene interactions using multifactor dimensionality reduction
boot.error Function to calculate a post-hoc prediction estimate of classification error adjusted for population prevalence using bootstrap resampling
compare Function for internal use only ...
MDR Detect gene-gene interactions using multifactor dimensionality reduction
mdr Function to perform MDR on a dataset for a given set of loci
mdr.3WS A function to perform MDR on a dataset using the three-way split for internal validation.
mdr.ca.adj Function to calculate a post-hoc adjusted prediction estimate of classification accuracy, corrected for prospective data with previously estimated population prevalence
mdr.cv A function to perform MDR on a dataset using k-fold cross-validation for internal validation.
mdr.hr Function to estimate the accuracy of an MDR model given high-risk/low-risk status of genotype combinations
mdr1 Sample data for MDR package for n=250, p=25
mdr2 Sample data for MDR package for n=250, p=100
permute.mdr Function to perform a permutation test after fitting an MDR model
plot.mdr Plotting the results of an MDR model
predict.mdr MDR model predictions
summary.mdr Summarizing the results of an MDR model