Fast Computation of Latent Correlations for Mixed Data


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Documentation for package ‘latentcor’ version 2.0.1

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evaluation Numerical evaluation for different estimation methods.
gen_data Mixed type simulation data generator
get_types Automatically determine types of each variable (continuous/binary/ternary/truncated) in a data matrix.
interpolant Evaluate an interpolant in a point
interpolation Parallel version of multilinear interpolation generator for function approximation
ipol Create an interpolating function from given values. Several interpolation methods are supported.
latentcor Estimate latent correlation for mixed types.
r_ml_wrapper Port function to call multilinear interpolants for continuous developers.