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junpenglao /GLMM-in-Python

Generalized linear mixed-effect model in Python

statistics bayesian-inference linear-mixed-models pymc3 glmm

UpdatedAug 17, 2018
Jupyter Notebook

m-clark /mixed-models-with-R

Covers the basics of mixed models, mostly using@lme4

r multilevel-models brms linear-mixed-models covariance variance-components mixed-models random-effects lme4 hierarchical-linear-models random-intercepts random-slopes generalized-linear-mixed-models crossed-random-effects nested-random-effects nlme glmmtmb

UpdatedJan 30, 2022
R

rpsychologist /powerlmm

powerlmm R package for power calculations for two- and three-level longitudinal multilevel/linear mixed models.

power longitudinal-data multilevel-models r-package linear-mixed-models linear-mixed-effects-modelling

UpdatedDec 13, 2023
HTML

MegaLMM

deruncie /MegaLMM

R package for fitting high-dimensional multivariate linear mixed effect models

linear-mixed-models factor-models multi-variate

UpdatedSep 18, 2024
HTML

grimmlab /permGWAS

Efficient Permutation-based GWAS for Normal and Skewed Phenotypic Distributions

gwas gpu-acceleration permutations linear-mixed-models skewed-data westfall-young

UpdatedNov 14, 2024
Python

NErler /JointAI

Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values

rstats imputation bayesian missing-data glm survival linear-mixed-models glmm linear-regression-models jags generalized-linear-models missing-values joint-analysis imputations mcmc-sample mcmc-sampling

UpdatedApr 2, 2024
R

hohenstein /remef

remef: Remove Partial Effects

r linear-mixed-models partial-effects variance-component

UpdatedJan 24, 2020
R

lorinanthony /MAPIT

Code and Tutorials for Running the MArginal ePIstasis Test (MAPIT)

gwas genetics linear-mixed-models epistasis variance-components heritability epistasis-analysis gwas-tools gwas-case-control

UpdatedNov 29, 2022
C++

iBMLab /iMap4

iMap4 - Spatial mapping of eye movement data (e.g., fixation map) using Linear Mixed Models

matlab toolbox statistical-analysis eye-tracking eye-movement-data linear-mixed-models fixation-map

UpdatedMay 29, 2018
MATLAB

mvMAPIT

lcrawlab /mvMAPIT

The multivariate MArginal ePIstasis Test

cran gwas r cpp linear-mixed-models epistasis variance-components epistasis-analysis gwas-tools mapit mvmapit

UpdatedOct 21, 2024
R

growthcharts /brokenstick

Broken Stick Model for Irregular Longitudinal Data

longitudinal-data linear-mixed-models growth-curves b-spline

UpdatedMar 23, 2023
R

rentzb /bayesian-pape

Introduction to rstanarm

r linguistics phonetics bayesian-inference linear-mixed-models rstanarm bayesian-statistics acoustics mixed-models rmarkdown-document

UpdatedJun 12, 2017
HTML

sens /FaSTLMM.jl

Julia implementation of Factored Spectrally Transformed Linear Mixed Models

julia linear-mixed-models statistical-genetics

UpdatedMar 13, 2021
Julia

matthewwolak /gremlin

R package for mixed-effects REML incorporating Generalized Inverses

linear-mixed-models maximum-likelihood mixed-models average-information

UpdatedNov 7, 2024
R

ztanml /arLMM

Approximate Ridge Linear Mixed Models (arLMM)

linear-mixed-models linear-mixed-effects-modelling hierarchical-models approximate-inference low-rank-approximation randomized-algorithm approximate-algorithms

UpdatedAug 3, 2019
C

dirmeier /mixed-models

Reference implementations for (generalized) linear mixed models.

python linear-mixed-models generalized-linear-mixed-models

UpdatedJun 4, 2020
Python

HannahVMeyer /LiMMBoAnalysis

python linear-mixed-models genomic-data-analysis

UpdatedMay 21, 2020
R

hse-scila /mixed-effects-models

Curated list of the sources about multilevel models

statistics modeling awesome-list multilevel-models mixed-effects linear-mixed-models mixed-models lmm multilevel-analysis

UpdatedJun 11, 2021

duochanatharvard /Homogeneous_early_20th_century_warming

Matlab and shell scripts associated with the paper "Correcting datasets leads to more homogeneous early 20th century sea surface warming" by Duo Chan, Elizabeth C. Kent, David I. Berry, and Peter Huybers.

climate bucket global-warming linear-mixed-models offsets linear-mixed-effects-modelling ocean-data sea-surface-temperature biases climate-datasets

UpdatedJun 28, 2019
MATLAB

faosorios /heavy

Robust estimation using heavy-tailed distributions

linear-regression multivariate-distributions random-number-generators linear-mixed-models p-splines grubbs-model heavy-tailed-distributions

UpdatedJul 19, 2020
C

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