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GitHub topics: linear-mixed-models

junpenglao/GLMM-in-Python

Generalized linear mixed-effect model in Python

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 8 days ago - Pushed at: over 6 years ago - Stars: 178 - Forks: 47

rpsychologist/powerlmm

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

Language: HTML - Size: 17.8 MB - Last synced at: 8 days ago - Pushed at: over 1 year ago - Stars: 104 - Forks: 13

faosorios/heavy

Robust estimation using heavy-tailed distributions

Language: C - Size: 105 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 3 - Forks: 0

growthcharts/brokenstick

Broken Stick Model for Irregular Longitudinal Data

Language: R - Size: 76.4 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 9 - Forks: 3

m-clark/mixed-models-with-R

Covers the basics of mixed models, mostly using @lme4

Language: R - Size: 58.8 MB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 137 - Forks: 42

lcrawlab/mvMAPIT

The multivariate MArginal ePIstasis Test

Language: R - Size: 37.8 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 11 - Forks: 1

grimmlab/permGWAS

Efficient Permutation-based GWAS for Normal and Skewed Phenotypic Distributions

Language: Python - Size: 13.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 24 - Forks: 3

matthewwolak/gremlin

R package for mixed-effects REML incorporating Generalized Inverses

Language: R - Size: 1020 KB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 5 - Forks: 1

hse-scila/mixed-effects-models

Curated list of the sources about multilevel models

Size: 7.81 KB - Last synced at: 12 days ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 3

hohenstein/remef

remef: Remove Partial Effects

Language: R - Size: 51.8 KB - Last synced at: 17 days ago - Pushed at: about 5 years ago - Stars: 17 - Forks: 5

GabrielJobert/Executive_report---Analysis_Of_Factor_Influencing_Trip_Duration_And_Revenue_From_Bixi_Data

This repository contains the code and reports for the statistical analysis of BIXI Montreal's bike-sharing system data. The analysis focuses on understanding the factors that influence trip duration, revenue, and overall usage based on the 2021 season's data.

Size: 12.2 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

NErler/JointAI

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

Language: R - Size: 348 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 4

HaiyangJin/N170-all-or-none-Generation

Data Analysis for "All-or-none neural mechanisms underlying visual categorisation: evidence of the N170".

Language: HTML - Size: 458 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

dirmeier/mixed-models

Reference implementations for (generalized) linear mixed models.

Language: Python - Size: 187 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

matthewwolak/WolakAndReid_GenGroupHowTo_SI6

Version controlled, editable source for the genetic group 'How To': Wolak & Reid (2017) Journal of Animal Ecology, Appendix S6

Language: PostScript - Size: 108 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 2

theojohn/QPCRinR

QPCRinR is a powerful web app for the analysis of RT-qPCR data with Linear Mixed Models. It is designed for testing multiple factors and combine experiments in a simple and interactive manner.

Language: R - Size: 5.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

deruncie/MegaLMM

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

Language: HTML - Size: 62.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 34 - Forks: 13

unfoldtoolbox/unmixed 📦

unfold+mixed models = unmixed | alpha version!

Language: C++ - Size: 10.2 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

iBMLab/iMap4

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

Language: Matlab - Size: 58.8 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 8

rentzb/bayesian-pape

Introduction to rstanarm

Language: HTML - Size: 3.6 MB - Last synced at: over 1 year ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 3

lorinanthony/MAPIT

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

Language: C++ - Size: 65.4 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 3

HannahVMeyer/LiMMBoAnalysis

Language: R - Size: 8.47 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

samuel-rosa/more-detailed-covars-for-dsm

SAMUEL-ROSA, A. et al. Do more detailed environmental covariates deliver more accurate soil maps? Geoderma, v. 243–244, p. 214–227, maio 2015.

Language: R - Size: 6.24 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 1

yufongpeng/AnovaMixedModels.jl

Conduct one-way and multi-way anova in Julia with MixedModels.jl

Language: Julia - Size: 94.7 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

stla/gfilmm

Generalized fiducial inference for linear mixed models

Language: C++ - Size: 414 KB - Last synced at: 23 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 3

ltgio/hime

HIerarchical Mixed Effects

Language: Jupyter Notebook - Size: 8.02 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

casact/pres_higher_learning

Materials associated with the webinar, "Higher Learning: Hierarchical Linear Models"

Language: R - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

sens/FaSTLMM.jl

Julia implementation of Factored Spectrally Transformed Linear Mixed Models

Language: Julia - Size: 18.1 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 5

javaidiqbal11/Linear-Mixed-Models-using-Python

This repo is for linear models and linear mixed models using Python.

Language: Python - Size: 93.3 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

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.

Language: MATLAB - Size: 1.2 MB - Last synced at: about 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2

AvivNavon/MrRCE

Official implementation of Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed Models [EJS 2020]

Language: Jupyter Notebook - Size: 3.41 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Related Keywords
linear-mixed-models 31 r 6 multilevel-models 4 mixed-models 4 statistics 3 gwas 3 variance-components 3 python 2 generalized-linear-models 2 mixed-effects-models 2 gwas-tools 2 epistasis-analysis 2 epistasis 2 generalized-linear-mixed-models 2 bayesian-inference 2 longitudinal-data 2 linear-regression 2 glmm 2 linear-mixed-effects-modelling 2 fixation-map 1 matlab 1 statistical-analysis 1 toolbox 1 acoustics 1 bayesian-statistics 1 linguistics 1 phonetics 1 rmarkdown-document 1 rstanarm 1 genetics 1 gwas-case-control 1 heritability 1 eye-tracking 1 eye-movement-data 1 overlap-correction 1 overlap 1 gam 1 eeg-analysis 1 eeg 1 multi-variate 1 factor-models 1 rt-qpcr 1 relative-quantification 1 r-shiny 1 hypothesis-testing 1 gene-expression 1 quantitative-trait 1 quantitative-genetics 1 ocean-data 1 global-warming 1 climate-datasets 1 climate 1 bucket 1 biases 1 python3 1 offsets 1 linear-models 1 statistical-genetics 1 julia 1 winter-olympics 1 predictive-modeling 1 sea-surface-temperature 1 luge 1 actuarial-science 1 sklearn-compatible 1 covariance-estimation 1 random-effects-model 1 fiducial 1 covariance-selection 1 machine-learning 1 sparse-reconstruction 1 likelihood-ratio-test 1 f-test 1 anova 1 soil-mapping 1 pedometrics 1 geostatistics 1 covariates 1 genomic-data-analysis 1 mcmcglmm 1 average-information 1 westfall-young 1 skewed-data 1 permutations 1 gpu-acceleration 1 mvmapit 1 mapit 1 cran 1 cpp 1 random-slopes 1 random-intercepts 1 random-effects 1 nlme 1 nested-random-effects 1 lme4 1 hierarchical-linear-models 1 glmmtmb 1 crossed-random-effects 1 covariance 1 brms 1