2025
Estimating Causal Effects of Continuous Treatments
R
brms
Bayesian
continuous treatments
entropy weighting
splines
marginal effects
causal inference
dosage
education
GAM
generalized additive model
regression
A tutorial for estimating causal effects for continuous treatments and establishing dosage recommendations using entropy weighting, Bayesian modeling, and marginal effects.
An Introduction to Bayesian Multi-Membership Models Using brms
R
brms
Bayesian
multi-membership model
HLM
education
A tutorial for constructing Bayesian multi-membership models in R with examples for education researchers.
Re-analyzing Language Use Data from Pohnpei Using Bayesian Item Response Theory (IRT) Models
R
Pohnpei
Federated States of Micronesia
IRT
Bayesian
brms
linguistics
language attitudes
Create Bayesian 2-parameter IRT models using brms
Introducing the New hnlcouncilR R Package
R
Hawaii
Honolulu
Honolulu City Council
web scraping
Download and analyze data about Honolulu City Council resolutions and bills
R
gis
maps
brms
presidential election
Hawaii
Bayesian
Spatial Model
Conditional autoregressive models
census
Download election and census data, link data sets, model data, visualize results with interactive maps
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