linear-mixed-models

There are 1 repository under linear-mixed-models topic.

junpenglao / GLMM-in-Python
Generalized linear mixed-effect model in Python
linear-mixed-models pymc3 statistics glmm bayesian-inference
Language:Jupyter Notebook 175
m-clark / mixed-models-with-R
Covers the basics of mixed models, mostly using @lme4
mixed-models r lme4 random-effects multilevel-models hierarchical-linear-models variance-components random-intercepts random-slopes covariance linear-mixed-models generalized-linear-mixed-models crossed-random-effects nested-random-effects nlme glmmtmb brms
Language:R 127
rpsychologist / powerlmm
powerlmm R package for power calculations for two- and three-level longitudinal multilevel/linear mixed models.
power multilevel-models r-package linear-mixed-effects-modelling linear-mixed-models longitudinal-data
Language:HTML 100
MegaLMM
deruncie / MegaLMM
R package for fitting high-dimensional multivariate linear mixed effect models
multi-variate linear-mixed-models factor-models
Language:HTML 35
NErler / JointAI
Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values
imputation missing-values bayesian linear-mixed-models linear-regression-models mcmc-sample jags survival mcmc-sampling joint-analysis missing-data imputations glm glmm generalized-linear-models rstats
Language:R 28
grimmlab / permGWAS
Efficient Permutation-based GWAS for Normal and Skewed Phenotypic Distributions
gpu-acceleration gwas linear-mixed-models permutations skewed-data westfall-young
Language:Python 24
hohenstein / remef
remef: Remove Partial Effects
linear-mixed-models partial-effects r variance-component
Language:R 16
lorinanthony / MAPIT
Code and Tutorials for Running the MArginal ePIstasis Test (MAPIT)
epistasis epistasis-analysis linear-mixed-models variance-components heritability gwas gwas-tools gwas-case-control genetics
Language:C++ 14
iBMLab / iMap4
iMap4 - Spatial mapping of eye movement data (e.g., fixation map) using Linear Mixed Models
eye-movement-data eye-tracking fixation-map linear-mixed-models matlab statistical-analysis toolbox
Language:Matlab 11
mvMAPIT
lcrawlab / mvMAPIT
The multivariate MArginal ePIstasis Test
epistasis mapit mvmapit r variance-components cpp cran epistasis-analysis gwas gwas-tools linear-mixed-models
Language:R 10
growthcharts / brokenstick
Broken Stick Model for Irregular Longitudinal Data
linear-mixed-models longitudinal-data b-spline growth-curves
Language:R 8
rentzb / bayesian-pape
Introduction to rstanarm
bayesian-inference bayesian-statistics linguistics phonetics acoustics mixed-models r rstanarm rmarkdown-document linear-mixed-models
Language:HTML 7
sens / FaSTLMM.jl
Julia implementation of Factored Spectrally Transformed Linear Mixed Models
julia linear-mixed-models statistical-genetics
Language:Julia 6
matthewwolak / gremlin
R package for mixed-effects REML incorporating Generalized Inverses
maximum-likelihood mixed-models average-information linear-mixed-models
Language:R 5
ztanml / arLMM
Approximate Ridge Linear Mixed Models (arLMM)
approximate-algorithms approximate-inference hierarchical-models linear-mixed-effects-modelling linear-mixed-models low-rank-approximation randomized-algorithm
Language:C 5
dirmeier / mixed-models
Reference implementations for (generalized) linear mixed models.
python generalized-linear-mixed-models linear-mixed-models
Language:Python 4
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.
biases offsets global-warming climate sea-surface-temperature linear-mixed-effects-modelling linear-mixed-models bucket ocean-data climate-datasets
Language:MATLAB 3
faosorios / heavy
Robust estimation using heavy-tailed distributions
linear-regression linear-mixed-models p-splines random-number-generators multivariate-distributions grubbs-model heavy-tailed-distributions
Language:C 3
HannahVMeyer / LiMMBoAnalysis
genomic-data-analysis linear-mixed-models python
Language:R 3
hse-scila / mixed-effects-models
Curated list of the sources about multilevel models
multilevel-models statistics modeling mixed-models mixed-effects awesome-list lmm linear-mixed-models multilevel-analysis
3
unfoldtoolbox / unmixed
unfold+mixed models = unmixed | alpha version!
linear-mixed-models eeg overlap overlap-correction gam eeg-analysis
Language:C++ 3
AvivNavon / MrRCE
Official implementation of Capturing Between-Tasks Covariance and Similarities Using Multivariate Linear Mixed Models [EJS 2020]
machine-learning covariance-estimation sparse-reconstruction linear-mixed-models covariance-selection
Language:Jupyter Notebook 2
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.
pedometrics soil-mapping linear-mixed-models geostatistics covariates
Language:R 2
barbarahelena / beam-study
Analyses for the BEAM study on the effect of butyrate on blood pressure
bloodpressure clinical-trials linear-mixed-models
Language:R 1
casact / pres_higher_learning
Materials associated with the webinar, "Higher Learning: Hierarchical Linear Models"
linear-mixed-models actuarial-science predictive-modeling luge winter-olympics
Language:R 1
HaiyangJin / N170-all-or-none-Generation
Data Analysis for "All-or-none neural mechanisms underlying visual categorisation: evidence of the N170".
data-analysis r r-markdown linear-mixed-models ex-gaussian erp eeg-erp publication n170
Language:HTML 1
hcwi / SemanticLMM
Semantic model of LMM analysis
linear-mixed-models lmm rdf-graphs analysis graph-generation
Language:R 1
G-ABCwork / LMM_Antarctic
[DONE] To compare responses related to sleep/feelings between the Jang Bogo station and the King Sejong station
r linear-mixed-models lmm bonferroni t-test
Language:R 0
G-ABCwork / LMM_saline
[Done] Randomized clinical trial of Plasma solution A vs. Normal saline for fluid resuscitation in post-cardiac arrest patients
linear-mixed-models lmm ordinal-logit proportional-odds-regression r
Language:R 0
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.
exploratory-data-analysis generalized-linear-models linear-mixed-models linear-regression
0
mmaku / semipar
The 'Semiparametric regression' course at the Institute of Mathematics (University of Wrocław).
linear-mixed-models semiparametric-models semiparametric-regression
Language:R 0
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.
gene-expression hypothesis-testing linear-mixed-models r-shiny rt-qpcr relative-quantification
Language:R 0
yufongpeng / AnovaMixedModels.jl
Conduct one-way and multi-way anova in Julia with MixedModels.jl
anova f-test likelihood-ratio-test linear-mixed-models mixed-effects-models
Language:Julia 0
javaidiqbal11 / Linear-Mixed-Models-using-Python
This repo is for linear models and linear mixed models using Python.
linear-models linear-mixed-models python3
Language:Python
matthewwolak / WolakAndReid_GenGroupHowTo_SI6
Version controlled, editable source for the genetic group 'How To': Wolak & Reid (2017) Journal of Animal Ecology, Appendix S6
quantitative-trait mcmcglmm appendix quantitative-genetics linear-mixed-models
Language:PostScript
stla / gfilmm
Generalized fiducial inference for linear mixed models
r statistics fiducial linear-mixed-models
Language:C++