R: Hierarchical Optimal Matching and Machine Learning Toolbox

# Hierarchical Optimal Matching and Machine Learning Toolbox

## Documentation for package ‘hamlet’ version 0.9.8

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS

## Help Pages

hamlet-package | Hierarchical Optimal Matching and Machine Learning Toolbox
extendsymrange | Extend range of variable limits while retaining a point of symmetricity
hamlet | Hierarchical Optimal Matching and Machine Learning Toolbox
hmap | Plot-region based heatmap
hmap.annotate | Add a row and column annotations to a plot-region based heatmap built with 'hmap'
hmap.key | Add a color key to a plot-region based heatmap built with 'hmap'
match.allocate | Allocation of matched units to intervention arms
match.bb | Branch and Bound algorithm implementation for performing multigroup non-bipartite matching
match.dummy | Create dummy individuals or sinks to a data matrix or a distance/dissimilarity matrix
match.ga | Non-bipartite matching using the Genetic Algorithm (GA)
match.mat2vec | Transform a binary matching matrix to a matching vector
match.vec2mat | Transform a matching vector to a binary matching matrix
mem.getcomp | Extract per-observation components for fixed and random effects of a mixed-effects model
mem.plotran | Plot random effects histograms for a fitted mixed-effects model
mem.plotresid | Plot residuals of a mixed-effects model along with trend lines
mem.powersimu | Power simulations for the fixed effects of a mixed-effects model through structured bootstrapping of the data and re-fitting of the model
mix.binary | Binary coding of categorical variables
mix.fun | Apply function to numerical columns of a mixed data.frame while ignoring non-numeric fields
mixplot | Scatterplot for mixed type data
orxlong | Long-format longitudinal data for the ORX study
orxwide | Wide-format baseline data for the ORX study
smartjitter | Smart jittering function for deterministic shifting of overlapping values
vcaplong | Long-format data of the Castration-resistant Prostate Cancer experiment using the VCaP cell line.
vcapwide | Wide-format data of the Castration-resistant Prostate Cancer experiment using the VCaP cell line.