qqplotr - Quantile-Quantile Plot Extensions for 'ggplot2'
Extensions of 'ggplot2' Q-Q plot functionalities.
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10.94 score 51 stars 9 dependents 679 scripts 9.4k downloads
HLMdiag - Diagnostic Tools for Hierarchical (Multilevel) Linear Models
A suite of diagnostic tools for hierarchical (multilevel) linear models. The tools include not only leverage and traditional deletion diagnostics (Cook's distance, covratio, covtrace, and MDFFITS) but also convenience functions and graphics for residual analysis. Models can be fit using either lmer in the 'lme4' package or lme in the 'nlme' package.
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openblascpp
9.19 score 19 stars 6 dependents 252 scripts 1.5k downloads
lmeresampler - Bootstrap Methods for Nested Linear Mixed-Effects Models
Bootstrap routines for nested linear mixed effects models fit using either 'lme4' or 'nlme'. The provided 'bootstrap()' function implements the parametric, residual, cases, random effect block (REB), and wild bootstrap procedures. An overview of these procedures can be found in Van der Leeden et al. (2008) <doi: 10.1007/978-0-387-73186-5_11>, Carpenter, Goldstein & Rasbash (2003) <doi: 10.1111/1467-9876.00415>, and Chambers & Chandra (2013) <doi: 10.1080/10618600.2012.681216>.
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8.14 score 39 stars 3 dependents 130 scripts 697 downloads