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Provides analytic derivatives and information matrices for fitted linear mixed effects (lme) models and generalized least squares (gls) models estimated using lme() (from package 'nlme') and gls() (from package 'nlme'), respectively. The package includes functions for estimating the sampling variance-covariance of variance component parameters using the inverse Fisher information. The variance components include the parameters of the random effects structure (for lme models), the variance structure, and the correlation structure. The expected and average forms of the Fisher information matrix are used in the calculations, and models estimated by full maximum likelihood or restricted maximum likelihood are supported. The package also includes a function for estimating standardized mean difference effect sizes (Pustejovsky, Hedges, and Shadish (2014) <DOI:10.3102/1076998614547577>) based on fitted lme or gls models.

copied from cf-post-staging / r-lmeinfo
Type Size Name Uploaded Downloads Labels
conda 152.6 kB | noarch/r-lmeinfo-0.3.2-r45hc72bb7e_3.conda  5 days and 12 hours ago 39 main
conda 152.1 kB | noarch/r-lmeinfo-0.3.2-r44hc72bb7e_3.conda  5 days and 12 hours ago 39 main
conda 151.1 kB | noarch/r-lmeinfo-0.3.2-r43hc72bb7e_2.conda  1 year and 2 months ago 1006 main
conda 152.3 kB | noarch/r-lmeinfo-0.3.2-r44hc72bb7e_2.conda  1 year and 2 months ago 1015 main
conda 152.3 kB | noarch/r-lmeinfo-0.3.2-r42hc72bb7e_1.conda  2 years and 3 months ago 1419 main
conda 151.2 kB | noarch/r-lmeinfo-0.3.2-r43hc72bb7e_1.conda  2 years and 3 months ago 1419 main
conda 152.3 kB | noarch/r-lmeinfo-0.3.2-r42hc72bb7e_0.conda  2 years and 5 months ago 1497 main
conda 152.0 kB | noarch/r-lmeinfo-0.3.2-r41hc72bb7e_0.conda  2 years and 5 months ago 1529 main
conda 152.2 kB | noarch/r-lmeinfo-0.3.1-r41hc72bb7e_0.conda  2 years and 7 months ago 1650 main
conda 151.6 kB | noarch/r-lmeinfo-0.3.1-r42hc72bb7e_0.conda  2 years and 7 months ago 1588 main
conda 155.2 kB | noarch/r-lmeinfo-0.3.0-r41hc72bb7e_0.tar.bz2  2 years and 10 months ago 1734 main
conda 155.0 kB | noarch/r-lmeinfo-0.3.0-r42hc72bb7e_0.tar.bz2  2 years and 10 months ago 1707 main
conda 154.4 kB | noarch/r-lmeinfo-0.2.1-r41hc72bb7e_1.tar.bz2  2 years and 11 months ago 1769 main
conda 154.4 kB | noarch/r-lmeinfo-0.2.1-r42hc72bb7e_1.tar.bz2  2 years and 11 months ago 1788 main
conda 154.5 kB | noarch/r-lmeinfo-0.2.1-r41hc72bb7e_0.tar.bz2  3 years and 2 months ago 2208 main
conda 153.8 kB | noarch/r-lmeinfo-0.2.0-r41hc72bb7e_0.tar.bz2  3 years and 3 months ago 2288 main
conda 142.6 kB | noarch/r-lmeinfo-0.1.3-r41hc72bb7e_0.tar.bz2  4 years and 3 months ago 2350 main
conda 142.8 kB | noarch/r-lmeinfo-0.1.3-r40hc72bb7e_0.tar.bz2  4 years and 3 months ago 2363 main
conda 143.1 kB | noarch/r-lmeinfo-0.1.3-r36hc72bb7e_0.tar.bz2  4 years and 3 months ago 2398 main

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