Detect gene-gene interactions using multifactor dimensionality reduction


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Documentation for package ‘MDR’ version 1.2

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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
test Sample data for MDR package for n=1000, p=5000
train Sample data for MDR package for n=1000, p=5000