Heterogeneous Group Square-Root Lasso (HGSL)Estimation of high-dimensional multi-response regression with heterogeneous noises under Heterogeneous group square-root Lasso penalty. For details see …
Classical Test Theory Item Analysis (itemanalysis)Runs classical item analysis for multiple-choice test items and polytomous items (e.g., rating scales). The statistics reported in this package can be …
Estimating Parameters for a Matched Case Control Design with a Mismeasured Exposure using Instrumental Variables (mccmeiv)Applying the methodology from Manuel, Wang, and Sinha (2018), estimates for the parameters for matched case control data with a mismeasured exposure ar …
Clustering High Dimensional Data with Hidden Markov Model on Variable Blocks (HDclust)Clustering of high dimensional data with Hidden Markov Model on Variable Blocks (HMM-VB) fitted via Baum-Welch algorithm. Clustering is performed by th …
Compute and Visualize Profile Extrema Functions (profExtrema)Computes profile extrema functions for arbitrary functions. If the function is expensive-to-evaluate it computes profile extrema by emulating the funct …
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