mixed-effects

There are 1 repository under mixed-effects topic.

fabsig / GPBoost
Combining tree-boosting with Gaussian process and mixed effects models
boosting gaussian-processes mixed-effects machine-learning data-science artificial-intelligence cpp python r
Language:C++ 514
JuliaStats / MixedModels.jl
A Julia package for fitting (statistical) mixed-effects models
julia mixed-effects mixed-models statistical-models statistics
Language:Julia 395
wviechtb / metafor
A meta-analysis package for R
meta-analysis mixed-effects r-package multilevel-models multivariate r
Language:R 208
ihmeuw-msca / CurveFit
Generic curve fitting package with nonlinear mixed effects model
mixed-effects curve-fitting covid-19
Language:Python 191
simongrund1 / mitml
Tools for multiple imputation in multilevel modeling
r imputation missing-data multilevel-models mixed-effects multilevel-data r-package
Language:R 27
timcdlucas / INLAutils
R package providing utilities for INLA
inla bayesian-methods bayesian-inference spatial-analysis mixed-effects plotting species-distribution-modelling
Language:R 26
cran-task-views / MixedModels
CRAN Task View: Mixed, Multilevel, and Hierarchical Models in R
cran glmm hierarchical-models mixed-effects mixed-models multilevel-models r rstats task-views
Language:R 25
Metida.jl
PharmCat / Metida.jl
Julia package for fitting mixed-effects models with flexible random/repeated covariance structure.
variance-component mixed-models statistics julia mixed-effects statistical-models regression mixed-effects-models
Language:Julia 24
NCSU-STATS / applied-regression-with-R
Linear Models With R and Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models - by J Faraway
linear-models nonparametric-regression-models mixed-effects
23
palday / JellyMe4.jl
RCall support for MixedModels.jl and lme4
statistics julia r mixed-models mixed-effects
Language:Julia 12
stanbiryukov / sklearn-GLMM
scikit-learn wrapper for generalized linear mixed model methods in R
mixed-models bayesian-inference brms python scikit-learn lme4 mixed-effects stan statistics statistical-models time-series bayesian bayesian-statistics
Language:Python 8
zhengp0 / limetr
Robust linear mixed effects model
mixed-effects
Language:Python 8
compops / panel-dpm2016
Approximate Bayesian inference for mixed effects models with heterogeneity
panel-data gibbs-sampler mixed-effects sparseness-priors
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
ihmeuw-msca / anml
A Nonlinear Modeling Library (ANML)
nonlinear-optimization mixed-effects
Language:Python 3
canmod / macpan2
Rebuilding https://github.com/mac-theobio/McMasterPandemic/
compartmental-models epidemiology forecasting mixed-effects model-fitting optimization simulation-modeling simulation
Language:R 2
ihmeuw-msca / mrtool
Featured Nonlinear Mixed effects Models
meta-regression mixed-effects nonlinear-optimization
Language:Python 2
stephensrmmartin / LMMELSM
R Package for fitting latent multivariate mixed effects location scale models.
mixed-effects multilevel-models bayesian stan statistics
Language:R 2
aaron1rcl / multivariate_time_series_interpolation
Multivariate Time series interpolation using hierarchical mixed effects models.
hierarchical-models mixed-effects python pytorch r statsmodels time-series
Language:HTML 1
bonStats / gcreg
General Constraint Regression Models
polynomial-regression constrained-regression mixed-effects shape-constraints monotonicity r
Language:R 1
furrer-lab / abn
Bayesian network analysis in R
bayesian-network binomial categorical-data gaussian grouped-datasets mixed-effects multinomial multivariate poisson structure-learning
Language:R 1
jmargrove / ForestFloodingSensitivityAnalysis
Elevational variation in tropical trees analysis
r linear-models lme4 mixed-effects inla spde species-distribution-modelling wood tropical tropical-forest tree-species species-distributions water-inundation elevation topographical-distributions wood-density seedlings dipterocarps
Language:R 1
otoolej / rcSO2_temp_evolution
Code to accompany paper: Monitoring cerebral oxygenation of preterm infants using a neonatal specific sensor
mixed-effects r matlab rcso2 cerebral-oxygenation brain-injury-strategies preterm-infants neuromonitoring
Language:MATLAB 1
radlfabs / flexcv
Python package customizing nested cross validation for tabular data.
cross-validation grouped-datasets machine-learning mixed-effects mixed-effects-models neptune-ai nested-cross-validation regression regression-regression-models sklearn tabular-data xgboost
Language:Python 1
stephensrmmartin / MIRES
R package for Bayesian measurement invariance assessment using mixed effects and shrinkage.
statistics psychometrics bayesian measurement-invariance stan r mixed-effects
Language:R 1
OpenORMS / vyvodi
Hierarchical modeling in TensorFlow layers
tensorflow mixed-effects hierarchical-models machine-learning statistics data-science bayesian-inference
Language:Python 0
waidschrat / PSM
PSM - Population Stochastic Modelling
pharmacometrics nonlinear-regression stochastic-differential-equations mixed-effects statistical-methods time-series
Language:R 0
abarbour / pbe-data
PBO BSM Earthquake database from Barbour and Crowell (2017): "Dynamic Strains for Earthquake Source Characterization"
borehole-strainmeter dynamic-strain earthquake-source-characterization earthquakes mixed-effects pbo r strain strain-data strainmeter timeseries
Language:R
fboehm / limmbo2
R wrapper to python module limmbo for covariance matrix estimation in multivariate linear mixed models in genetics studies
reticulate r limmbo mixed-effects genetics multivariate-linear-models
Language:R
otoolej / postnatal_EEG_evolution
Evolution of quantitative EEG over the first few days of life for preterm (<32 weeks GA) infants
r mixed-effects preterm-infants eeg quantitative-eeg qeeg postnatal-age gradient-boosting brain-maturation regression-models paper
Language:R
waldronbios2 / session9
hierarchical-data mixed-effects fixed-effects random-effects
Language:Shell