🔗 Methods for Correlation Analysis
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Updated
Jul 1, 2024 - R
🔗 Methods for Correlation Analysis
Tidy data frames and expressions with statistical summaries 📜
Generalized Method of Wavelet Moments (GMWM) is an estimation technique for the parameters of time series models. It uses the wavelet variance in a moment matching approach that makes it particularly suitable for the estimation of certain state-space models.
Robust Graphical Methods For Group Comparisons
Pairwise comparison tests for one-way designs 🔬📝
Robust estimations from distribution structures: Mean.
Framework for estimating parameters and the empirical sandwich covariance matrix from a set of unbiased estimating equations (i.e. M-estimation) in R.
Robust estimations from distribution structures: Invariant moments.
Chandler-Bate Sandwich Loglikelihood Adjustment
Robust estimations from distribution structures: Central moments.
Globally robust confidence intervals for simple linear regression models
writR: is an R package for automated inferential testing (for group differences) and reporting based on parametric assumptions, which are tested automatically for test selection.
Gene-environment Interaction Identification via Penalized Robust Divergence
Codes in paper "A Multivariate Robust Test for Genetic Pleiotropy".
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