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Fitting with Different Loss and Link Functions2 months ago
Introduction | Details | Squared Error Loss in the Transformed Space | Identity Link | Log Link | Logit Link | Quasi-likelihood Loss
Term2 Integration Methods: Performance Comparison2 months ago
Overview | Setup: Data and Models | Isolated Term2 Benchmark | Timing Results | Accuracy Results | Visualization | Grid Density Analysis | Recommendations | Use "fast" (default) when: | Use "fixed_grid" when: | Use "seeded_adaptive" when: | Use "original" when: | Session Info
Bayesian Transmission Modeling5 months ago
Introduction | Data Structure | Model Specification | Model Choice | Parameters | Specifying parameters | Abx Antibiotic use | AbxRate Antibiotic rates | InUnit In unit infection rate | Acquisition Model | Progression Model | Clearance Model | Out of Unit Importation | In Situ | Testing | Surveillance Testing | Clinical Testing | All Together | Running the Model | Analyzing MCMC Results | Converting Parameters to Data Frame | Trace Plots | Posterior Distributions | Summary Statistics