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Case Studies
Folder: Research/Bayesian-Statistics/Workflow/Case-Studies
17 items under this folder.
Sep 23, 2026
Index: Case Studies
type/index
source/ingested
Sep 18, 2026
Building Up to a Hierarchical Model - Coronavirus Testing
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
method/mrp
doc/textbook
Sep 18, 2026
Model Building - Time-Series Decomposition for Birthdays
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Sep 18, 2026
Models for Regression Coefficients and Variable Selection - Student Grades
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
method/brms
doc/textbook
Aug 18, 2026
Challenge of Multimodality - Differential Equation for Planetary Motion
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Aug 18, 2026
Coding a Series of Models - Movie Ratings
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Aug 18, 2026
Debugging a Model - World Cup Football
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Aug 18, 2026
Incremental Development and Testing - Black Cat Adoptions
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Aug 18, 2026
LOO Model Checking and Comparison - Roaches
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/brms
method/stan
doc/textbook
Aug 18, 2026
Model Building and Expansion - Golf Putting
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Aug 18, 2026
Model Building with Latent Variables - Animal Movement
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook
Aug 18, 2026
Posterior Predictive Checking - Stochastic Learning in Dogs
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/brms
method/stan
doc/textbook
Aug 18, 2026
Predictive Model Checking and Comparison - Clinical Trial
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/brms
doc/textbook
Aug 18, 2026
Prior Specification for Regression Models - Sleep Study
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/brms
method/priorsense
doc/textbook
Aug 18, 2026
Sampling Problems with Latent Variables - No Vehicles in the Park
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
method/lme4
doc/textbook
Aug 18, 2026
Simulation-Based Calibration Checking in Model Development Workflow
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
topic/simulation-based-calibration
type/example
method/stan
doc/textbook
Aug 18, 2026
Using a Fitted Model for Decision Analysis - Classification Competition
source/ingested
topic/bayesian-statistics
topic/bayesian-workflow
type/example
method/stan
doc/textbook