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Topic: "generalized-linear-mixed-models"

m-clark/mixed-models-with-R

Covers the basics of mixed models, mostly using @lme4

Language: R - Size: 58.8 MB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 137 - Forks: 42

drizopoulos/GLMMadaptive

GLMMs with adaptive Gaussian quadrature

Language: R - Size: 22.9 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 60 - Forks: 14

emjun/tisane

Specification language for generating Generalized Linear Models (with or without mixed effects) from conceptual models

Language: Python - Size: 35.7 MB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 3

AIH-SGML/mixmil

Code for the paper: Mixed Models with Multiple Instance Learning

Language: Jupyter Notebook - Size: 587 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 19 - Forks: 2

QCBSRworkshops/workshop07

Workshop 7 - General and generalized linear mixed models (LMM and GLMM)

Language: R - Size: 83.4 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 11

boennecd/pedmod

R package with quasi-Monte Carlo methods to estimate mixed models commonly used for random effect structures from pedigrees.

Language: HTML - Size: 41 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

davidruegamer/deepregression

Fitting Semi-Structured Deep Distributional Regression in R

Language: R - Size: 6.21 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

dirmeier/mixed-models

Reference implementations for (generalized) linear mixed models.

Language: Python - Size: 187 KB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 0

panlanfeng/LatentGaussianMixtureModel.jl

The Julia package for estimating and testing a generalized linear mixed model with normal mixture random effects

Language: Julia - Size: 563 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 2

ricschuster/R_Workshop_Vienna_2018_02

Language: R - Size: 37.8 MB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

itsMidNightsw/PhD_Public

Code related to my PhD's work

Language: R - Size: 25.4 KB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

jlpscampos/Perception-of-Excessive-Sleepiness-and-Severe-Fatigue-in-Civil-Aviation-Pilots

Case study (consultancy) with the intent to analyze work conditions for civil aviation professionals in order to review labour legislation.

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

celebrezze/postfire-recovery-spectral-recovery

This repository contains data, scripts, and figures for the manuscript entitled 'A fast spectral recovery does not necessarily indicate post-fire forest recovery' which compares spectral recovery, topographic and climatic data, and field measurements of post-fire vegetation dynamics in the Blue Mountains, OR. For more information, see the README

Language: HTML - Size: 375 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

GidonFrischkorn/Workshop_BayesianStatistics

Materials for a 3 to 4 hour workshop on Bayesian Statistics using the R package `brms`

Language: R - Size: 3.59 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

lundquist-ecology-lab/urban_aquatic_insects

Urban insect data collected from Binghamton, NY in 2014 and 2015 including R code examples.

Language: R - Size: 203 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

aprabaswara/Risk-Factors-for-Leptospirosis-in-Kenyan-Pastoral-Landscape

A Study of the Risk Factors for Leptospirosis Infection in Kenya.

Language: R - Size: 1.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

alpankratov/number_of_medals_predictions_with_GLMM

The aim of the GLMM Project is to build general linear (mixed) models that predicts the total number of medals won by countries. GLMs and GLMMs are examined in the Part 1 and Part 2 respectively. Refer to memos in pdf files for details.

Language: R - Size: 1.05 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

aritzLizoain/Analyzing-schizophrenia

Analysis of the evolution of prevalence of thought disorders

Language: R - Size: 623 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

schefferslab/Basham_et_al_2021

Repository for code and data for Basham et al 2022 (Oceologia, https://doi.org/10.1007/s00442-022-05108-9)

Size: 63.5 KB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

dteuscher1/Catcher-Framing

Project for generalized linear models class at BYU. Modeling the probability that a pitch is a strike using generalized additive models and determining catcher framing abilities and umpire influence on the strike zone using generalized linear mixed models.

Language: R - Size: 2.97 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Cyanjiner/peer-tutoring-program

This study used the data collected from Lehigh University's peer tutoring program which focused on 20 courses involving problem-solving skills over three academic years, 2003-04 through 2005-06. An OLS model and generalized liner mixed-effects models were used to measure effect of participation in tutoring in terms of hours spent getting tutored on exogenous final grade on subset of sample. Exploratory data analysis was performed to examine correlations between students' academic performance and other attributes including previous term GPA, high school rank, SAT scores, and demographic characteristics.

Language: R - Size: 4.14 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Related Topics
mixed-models 5 statistics 5 generalized-linear-models 3 r 2 generalized-additive-models 2 linear-regression 2 logistic-regression 2 data-analysis 2 brms 2 linear-mixed-models 2 statistical-validity 1 nlme 1 nested-random-effects 1 multilevel-models 1 lme4 1 hierarchical-linear-models 1 glmmtmb 1 crossed-random-effects 1 covariance 1 bayesian-statistics 1 regression-models 1 deep-learning 1 sequential-tests 1 hypothesis-testing 1 gaussian-mixture-models 1 ecology 1 statistical-analysis 1 linear-models 1 domain-specific-language 1 workshop-materials 1 variational-inference 1 multi-instance-learning 1 multi-instance 1 empirical-bayes 1 attention-mechanism 1 python 1 mixed-effects-models 1 psychometrics 1 longitudinal-studies 1 human-resources 1 data-science 1 analytics 1 variance-components 1 random-slopes 1 random-intercepts 1 random-effects 1 data-visualization 1 satellite-imagery 1 random-forest-classifier 1 modeling 1 image-processing 1 ecology-modelling 1 spectral-recovery 1 postfire-recovery 1 multispectral-data 1 k-means-clustering 1 fire-ecology 1 prevalence 1 odds-ratio 1 leptospirosis-risk-factors 1 biostatistics 1 biomedical-data-science 1 schizophrenia 1 longitudinal-data 1 glmm 1 false-discovery-rate 1 clustering 1 sports-analytics 1 baseball-statistics 1 baseball 1 pond-breeding 1 philopatry 1 multivariate-statistics 1 migration 1 dedrobatid 1 biogeography 1 amphibian 1 threshold-model 1 quasi-monte-carlo 1 probit 1 pedigree 1 importance-sampling 1 graph-partitioning 1 ols-regression 1 r-language 1