Topic: "multilevel-models"
paul-buerkner/brms
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Language: R - Size: 261 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1,306 - Forks: 192
yrosseel/lavaan
an R package for structural equation modeling and more
Language: R - Size: 9.56 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 456 - Forks: 106
stan-dev/rstanarm
rstanarm R package for Bayesian applied regression modeling
Language: R - Size: 117 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 392 - Forks: 136
wviechtb/metafor
A meta-analysis package for R
Language: R - Size: 170 MB - Last synced at: 9 days ago - Pushed at: 27 days ago - Stars: 251 - Forks: 52
nicholasjclark/mvgam
{mvgam} R 📦 to fit Dynamic Bayesian Generalized Additive Models for multivariate modeling and forecasting
Language: R - Size: 985 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 153 - Forks: 15
psychbruce/bruceR
📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.
Language: R - Size: 21.5 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 152 - Forks: 34
m-clark/mixed-models-with-R
Covers the basics of mixed models, mostly using @lme4
Language: R - Size: 58.8 MB - Last synced at: 25 days ago - Pushed at: about 3 years ago - Stars: 137 - Forks: 42
Pakillo/LM-GLM-GLMM-intro
A unified framework for data analysis with GLM/GLMM in R
Language: R - Size: 109 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 116 - Forks: 29
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: 1 day ago - Pushed at: over 1 year ago - Stars: 105 - Forks: 13
ecmerkle/blavaan
An R package for Bayesian structural equation modeling
Language: R - Size: 266 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 93 - Forks: 22
OpenMx/OpenMx
Repository for the OpenMx Structural Equation Modeling package
Language: R - Size: 33.8 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 88 - Forks: 35
GDSL-UL/san
Spatial Modelling for Data Scientists
Language: TeX - Size: 523 MB - Last synced at: 6 days ago - Pushed at: about 1 year ago - Stars: 84 - Forks: 19
nicholasjclark/physalia-forecasting-course
Ecological forecasting using Dynamic Generalized Additive Models with R 📦's {mvgam} and {brms}
Language: HTML - Size: 400 MB - Last synced at: 7 days ago - Pushed at: 27 days ago - Stars: 38 - Forks: 11
oliviergimenez/Bayesian_Workshop
Material for a Bayesian statistics workshop
Language: R - Size: 28.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 37 - Forks: 7
mikewlcheung/metasem
metaSEM package
Language: HTML - Size: 11.9 MB - Last synced at: 22 days ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 10
simongrund1/mitml
Tools for multiple imputation in multilevel modeling
Language: R - Size: 785 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 7
cran-task-views/MixedModels
CRAN Task View: Mixed, Multilevel, and Hierarchical Models in R
Language: R - Size: 169 KB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 27 - Forks: 10
AhmedYahyaE/laravel-multi-vendor-e-commerce-application
An extensive multi-vendor e-commerce application with endless features and modules and a dedicated API with Passport authentication
Language: CSS - Size: 74.9 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 27 - Forks: 18
psychbruce/stats
📈 Useful notes and personal collections on statistics.
Language: R - Size: 79.9 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 17 - Forks: 11
mkearney/tidymlm
🎓 Tidy multilevel modeling tools for academics
Language: R - Size: 259 KB - Last synced at: 12 days ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 0
florale/multilevelcoda
multilevelcoda R package for Bayesian multilevel compositional data analysis
Language: R - Size: 227 MB - Last synced at: 6 days ago - Pushed at: 28 days ago - Stars: 16 - Forks: 2
Timonwa/react-multilevel-dropdown-menu
React Multilevel Dropdown Menu.
Language: JavaScript - Size: 216 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 7
TIDAL-modelling/TIDAL
TIDAL: Tool to Implement Developmental Analyses of Longitudinal data. An R Shiny app.
Language: R - Size: 26.7 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 1
kim0sun/glca
An R Package for Multiple-Group Latent Class Analysis
Language: R - Size: 18.9 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 10 - Forks: 2
petrushev/bayesian-modeling
Case studies with Bayesian methods
Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 2
dataknit/tidymrp
Tidy multilevel regression and poststratification (MRP)
Language: R - Size: 2.99 MB - Last synced at: 18 days ago - Pushed at: 9 months ago - Stars: 8 - Forks: 0
alexanderrobitzsch/LAM
Some Latent Variable Models
Language: R - Size: 637 KB - Last synced at: 21 days ago - Pushed at: 9 months ago - Stars: 6 - Forks: 3
lnalborczyk/IBSM2023
Workshop - Introduction to Bayesian statistical modelling
Language: HTML - Size: 275 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0
seonghobae/kaefa
# kaefa kwangwoon automated exploratory factor analysis for improving research capability to identify unexplained factor structure with complexly cross-classified multilevel structured data in R environment
Language: R - Size: 90.1 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 0
charlesrocabert/Evo2Sim
Digital evolution model dedicated to bacterial in silico experimental evolution.
Language: C++ - Size: 7.52 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0
mcdonohue/rstanarm Fork of stan-dev/rstanarm
rstanarm R package for Bayesian applied regression modeling
Language: R - Size: 76 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2
hse-scila/mixed-effects-models
Curated list of the sources about multilevel models
Size: 7.81 KB - Last synced at: about 13 hours ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 3
nassernajibi/extreme-precipitation-scaling-ARs-California
A repo for "Extreme Precipitation-Temperature Scaling in California: The Role of Atmospheric Rivers"
Language: R - Size: 2.84 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 3 - Forks: 0
stephensrmmartin/ICCier
R Package for modeling ICC variance components and obtaining individual or group-specific reliability estimates.
Language: R - Size: 271 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 1
stephensrmmartin/LMMELSM
R Package for fitting latent multivariate mixed effects location scale models.
Language: R - Size: 712 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 2
GreatArcStudios/Non-Linear-Election-Predictions
Predicting Elections Using GAMs and Post-Stratification
Size: 36.5 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
chrismainey/multilevel_example
An example of multilevel models
Language: HTML - Size: 417 KB - Last synced at: 24 days ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0
aliciagilmatute/Analisis-Multinivel-Bayesiano
Este estudio explora el análisis multinivel desde un enfoque bayesiano para evaluar la variabilidad del rendimiento en matemáticas entre 10 centros educativos
Language: R - Size: 14.6 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0
UQatKIT/MTMLDA
Parallelized MLDA Sampler based on Prefetching
Language: Python - Size: 1.34 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0
DrTuryalai/ERBMA-Net
This repository contains the implementation of Enhanced Random Binary Multilevel Attention Network (ERBMA-Net), a novel framework for facial depression recognition. ERBMA-Net addresses key limitations in existing methods by introducing random binary convolutional filters for enhanced adaptability and multilevel attention mechanisms.
Language: Python - Size: 88.9 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0
alaparicioc/Estimating_annual_flows_from_censuses
This repository contains data, code and oputputs related to the paper titled "Estimating annual bilateral migration flows in South America through correcting for measurement errors in census data"
Language: R - Size: 1.47 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
alaparicioc/Estimating_annual_flows_from_residence_permit_data
This repository contains data, code and outputs related to the paper titled "A Bayesian approach to integrate and impute South American migration flows using residence permit data".
Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
ajnafa/representation-support-paper
Repository for "From Seeing to Believing? How Female Representation Shapes Support for Democracy"
Language: TeX - Size: 1.78 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
madelinecraft/Generating-Evidence-Based-Guidance-for-Analysts
The project provides guidance to analysts based on the results of a Monte Carlo simulation study evaluating the performance of a particular missing data handling method across a variety of conditions.
Language: R - Size: 4.4 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
madelinecraft/Understanding-YouTube-User-Engagement
This project evaluates the relationship between YouTube video comment engagement and sentiment and finds that positive sentiment increases engagement.
Language: Python - Size: 200 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0
fangyuan-ksgk/Multilevel-Ensemble-Kalman-Bucy-Filter
This repository contains an implementation of the Multilevel Ensemble Kalman Bucy Filter. Code for HPC implementation with MPI cores, designed to run on Supercomputer Shaheen is also included. The algorithm deals with linear Gaussian filtering problems in continuous time and has appealing performance in high dimensions.
Language: Jupyter Notebook - Size: 246 KB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
ecoronado92/Hospital_Mortality_Rate_Est
bayesian | hierarchical-models
Language: HTML - Size: 15.6 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
iowa-social-science-research-center/R-and-Stata-Workshops Fork of dwallc/Workshops
R and Stata tutorials, as part of the ISRC Workshops series
Language: R - Size: 9.14 MB - Last synced at: 9 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 3
favstats/godly_slides
Slides for Godly Governance paper
Language: HTML - Size: 3.55 MB - Last synced at: 22 days ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0
mariobecerra/GLM_final
Bayesian multilevel modeling of real estate sales in NYC
Language: R - Size: 31.3 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 1
m-clark/mixed-models-overview
Raw files for a document providing an overview of mixed models from varying perspectives.
Language: R - Size: 2.28 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1
examachine/multilevel-gpvs
A multi-level graph partitioning by vertex separator algorithm I implemented for my senior project
Language: Roff - Size: 8.18 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 0
wjones127/thesis
Senior thesis on statistics of routes
Language: HTML - Size: 94.5 MB - Last synced at: 6 days ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 1
ulrichlosener/BayesianSSD_attrition
This repository contains files for the project "Bayesian SSD with Attrition"
Language: HTML - Size: 1.17 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0
remlapmot/reffadjust
Stata commands for random effects adjustment
Language: Stata - Size: 201 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 1
hemanialaparthi/wapbac-sorting Fork of Algorithmology/file-sorting-starter
benchmark analysis of sorting algorithms with multi-level attribute comparisons for resolving duplicate entries in real-world datasets, including cross-platform performance metrics
Language: Python - Size: 11.6 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 0 - Forks: 0
Seif-Ihab/guess-the-word-game
A fun and interactive web game to guess hidden words by category and difficulty using HTML, SCSS, and JavaScript.
Language: CSS - Size: 1.66 MB - Last synced at: 19 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
mclevey/SOCI3040
Materials for my course SOCI 3040, Quantitative Research Methods
Language: TeX - Size: 184 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
cohensimpson/survive-remote-thermostat-control
Public Replication Materials for "Atmospheric Temperature and Consumer Rejection of Remote Thermostat Control" (Simpson, Lopez Garcia, & Schein, 2024)
Language: R - Size: 40.5 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0
pwr-usr/multilevel-analysis
PISA and UKHLS Multilevel Regression Analysis
Language: R - Size: 1.25 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0
mlchrzan/HLM-school-closure
This study investigates the relationship between district diversity and school closure rates, focusing on whether more diverse districts close more schools. Utilizing hierarchical linear models (HLMs), the research examines both district-level and time-level factors influencing school closures.
Language: R - Size: 82 KB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
dgoto2/TransDynFish
Data and code used in "Transient demographic dynamics of recovering fish populations shaped by past climate variability, harvest, and management"
Language: R - Size: 3.22 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
larakaracasu/Bayesian-Multilevel-Model
This project aims to analyze the effect of school-level sociodemographic indicators on the percentage of NYC public school students passing the NY State Math assessment, accounting for variability at borough levels.
Language: R - Size: 2.71 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
gserapio/intersectional-ai-safety
R code for Intersectionality in Conversational AI Safety: How Bayesian Multilevel Models Help Understand Diverse Perceptions of Safety
Language: R - Size: 26.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
jomuzhi/issp_multilevel
Replication materials for the paper: Country differences in the link between gender-role attitudes and marital centrality: Evidence from 24 countries
Language: Stata - Size: 206 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
hanneoberman/miceheckman
Additional imputation function for the `R` package `mice`, according to the Heckman model.
Language: R - Size: 813 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
plausibilities/delineating
Inference via PyMC
Language: Jupyter Notebook - Size: 42.9 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
DavidFeng-GitHub/BSc-Thesis
BSc Thesis examining prosociality, religion and political stability across 61 countries and 77,419 participants. Analyses included OLS multiple regression and multi-level modelling of World Values Survey data. Repository contains thesis, pre-registeration and code.
Size: 769 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
mirazach/assignment-marketing-analytics
Evaluating the impact of hired salespeople on espresso machine sales
Language: HTML - Size: 1.85 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
toniprice/fulcrum
Faster simulation for multilevel sample size determination
Language: R - Size: 4.58 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
ftmoztl/probabilistic-programming-for-marketing-with-PyMC3
GLM and Multilevel Models application to predict the success of bank telemarketing
Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
YuKersha/Stability-of-School-Academic-Perfomance-Longitudinal-Case
This research project is focused on the analysis of the academic performance of high school graduates in the Tyumen region from 2015 to 2019
Size: 3.77 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
alinacherkas/MA-Thesis 📦
Replication files for the MA Thesis submitted to Central European University in a.y. 2019/2020
Language: HTML - Size: 13.5 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1
akokotis/bayesian-hierarchical-model
Overview of Bayesian hierarchical, or multilevel, modeling with code examples
Size: 41 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
alyxmcn/multilevel_regression_modelling
I conduct multilevel regression analysis to gain comprehension of how attitudes towards government surveillance can change in the light of freedom-security choice and country difference in existential security level for citizens. I use R programming language and lme4 package to built linear multilevel models with cross-level interaction effects.
Language: HTML - Size: 1.85 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
focardozom/ChessOlympiad22
Chess Olympiad Dataset 2022
Language: R - Size: 1.44 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
uweremer/mreg
Mehrebenenregression mit R - Skript und RCode zur Videoserie Einführung in die Mehrebenenregression mit R.
Language: R - Size: 12.9 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
ShaunMcDonald1021/FRODO
Code and Documentation for Functional Regression on Densities of Observations (FRODO)
Language: R - Size: 902 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
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
clamus/votecast
A forecasting methodology to predict Colombia's presidential election outcomes.
Language: Stan - Size: 607 KB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
JosephKBS/22SP_MLM
course sub-material for Multi-level Modeling
Size: 2.06 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
jeremyboyd/pay_equity
Methods to measure and address pay gaps related to gender and race.
Language: R - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
suyash-chintawar/Solar-Radiation-Prediction
To build multi-level statistical models to forecast solar radiation
Language: Jupyter Notebook - Size: 1.83 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 4
kantharajucn/multilevel_modelling
Multilevel Machine Learning modeling
Language: Jupyter Notebook - Size: 3.6 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
Rutatu/experimental_methods_III
Portfolio assignments in data cleaning, analysis and diagnostic science field employing multilevel and logistic regression models. 2019 fall semester at Aarhus University
Size: 2.02 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
maps-apps-n/geography-thesis
Thesis for MSc in Geography (2015)
Size: 2.26 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
elisiojsj/Data-Science
Examples of data science analysis and model building
Language: Jupyter Notebook - Size: 54.6 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
luffycodes/Multilevel-IRT-Project-Report
Multilevel Item Response Theory Models for STAT 525 Class
Language: TeX - Size: 1.05 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
madkehl/Airbnb
For Udacity Data Science Nanodegree. Finds top predictors of high review scores
Language: Jupyter Notebook - Size: 28.5 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
miromannino/multi-level-networks-model
Implements the model, the algebra, and the concepts proposed for Multi Level Networks in my Master thesis.
Language: Java - Size: 3.22 MB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0
xtoph85/HH-DW
Hetero-Homogeneous Data Warehouse
Language: PLSQL - Size: 214 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
jonnations/Pseudomys_body_size
Data and R scripts for the manuscript "Environment predicts repeated body size shifts in a recent radiation of Australian mammals"
Size: 1.94 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
r-user-group-stuttgart/17_06_01_multilevel_regression
Einführung in die Multilevel Regression
Language: R - Size: 16.7 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
ElderResearch/pres-pub/blogs/policy-impact-on-covid-19-spread
Last synced at: almost 2 years ago - Stars: 0 - Forks: 0
