R-universe - zackfisher (Zachary Fisher)

robumeta - Robust Variance Meta-Regression

Functions for conducting robust variance estimation (RVE) meta-regression using both large and small sample RVE estimators under various weighting schemes. These methods are distribution free and provide valid point estimates, standard errors and hypothesis tests even when the degree and structure of dependence between effect sizes is unknown. Also included are functions for conducting sensitivity analyses under correlated effects weighting and producing RVE-based forest plots.

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7.73 score 9 stars 4 dependents 250 scripts

MIIVsem - Model Implied Instrumental Variable (MIIV) Estimation of Structural Equation Models

Functions for estimating structural equation models using instrumental variables.

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6.32 score 11 stars 2 dependents 32 scripts 451 downloads

multivar - Penalized Estimation of Multiple-Subject Vector Autoregressive Models

Simulate, estimate, and forecast vector autoregressive (VAR) models for multiple-subject data using structured penalization. Decomposes dynamics into shared (common) and subject-specific (unique) components via adaptive LASSO with FISTA optimization. Supports cross-validation and extended BIC model selection and subgroup detection, and time-varying parameters.

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openblascppopenmp

2.36 score 1 stars 23 scripts 599 downloads