**Penalized Variable Selection in Competing Risks Regression** (**crrp**)

In competing risks regression, the proportional subdistribution hazards(PSH) model is popular for its direct assessment of covariate effects on the cumulative incidence function. This package allows for penalized variable selection for the PSH model. Penalties include LASSO, SCAD, MCP, and their group versions.

**Non-Homogeneous Markov Switching Autoregressive Models** (**NHMSAR**)

Calibration, simulation, validation of (non-)homogeneous Markov switching autoregressive models with Gaussian or von Mises innovations. Penalization methods are implemented for Markov Switching Vector Autoregressive Models of order 1 only.

**Modified Rand Index (1 and 2.1 and 2.2) and Modified Adjusted Rand Index (1 and 2.1 and 2.2)** (**mri**)

Provides three Modified Rand Indices and three Modified Adjusted Rand Indices for comparing two partitions, which are usually obtained on two different sets of units, where one is a subset of another set of units. Splitting and merging of clusters have a different affects on the value of the indices.

**Unicode Symbols at the R Prompt** (**clisymbols**)

A small subset of Unicode symbols, that are useful when building command line applications. They fall back to alternatives on terminals that do not support Unicode. Many symbols were taken from the ‘figures’ ‘npm’ package (see https://…/figures ).

**Plot the Effects of Variables in Interaction Terms** (**interplot**)

Plots the conditional coefficients (‘marginal effects’) of variables included in multiplicative interaction terms.

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