Bayesian Epidemiologic Screening Techniques

Graduate Group in Epidemiology | University of California, Davis
| Bayesian Epidemiologic Screening Techniques (BEST) Laboratory at University of California, Davis |
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  • Bayesian Estimation of Aggregate Test Accuracy Based on Different Sampling Schemes (Adobe PDF Document 182 KB)(Zip file 152 KB)

  • Bayesian Logistic Regression (Microsoft PowerPoint Document 958 KB)(Zip file 861 KB)

  • Bayesian Methods for Diagnostic Screening (Adobe PDF Document 376 KB)(Zip file 322 KB)

  • A Bayesian Method to Discriminate Between FMDV-Infected and Uninfected Animals, in Vaccinated or Unvaccinated Populations (Microsoft PowerPoint Document 312 KB)(Zip file 249 KB)

  • Bayesian Methods and WinBUGS (Microsoft PowerPoint Document 4.05 MB)(Zip file 3.76 MB)

  • Bayesian Modeling of the Accuracy of Diagnostic Tests (Microsoft PowerPoint Document 1.1 MB)(Zip file 1.03 MB)

  • Bayesian Modeling of Animal and Herd-Level Prevalence (Microsoft PowerPoint Document 308 KB)(Zip file 232 KB)

  • Bayesian Nonparametric and Semiparametric Inferences for Disease Risk, ROC Curves, and Prevalence (Adobe PDF Document 670 KB)(Zip file 593 KB)

  • Diagnostic Screening Without Cutoffs (Adobe PDF Document 58 KB)(Zip file 46 KB)

  • Incorporating Scientific Knowledge into Data Analysis: Sometimes it’s Necessary? (Adobe PDF Document 62 KB)(Zip file 52 KB)

  • Log-linear modeling of dependence among diagnostic tests (Adobe PDF Document 43 KB)(Zip file 36 KB)

  • Models, Methods and Inferences for Prevalence and Test-Accuracy Based on Imperfect-Dependent-Test Screening Data (Adobe PDF Document 96 KB)(Zip file 79 KB)

  • Pooled Sample Screening with Quality Control (Adobe PDF Document 67 KB)(Zip file 55 KB)

  • Sample Size Determination for Estimation of the Accuracy of Two Conditionally Independent Diagnostic Tests (Microsoft PowerPoint Document 647 KB)(Zip file 547 KB)

  • Sampling Affects “Sensitivity” (Microsoft PowerPoint Document 126 KB)(Zip file 44 KB)

  • Screening Test Methodology without a Gold Standard (Microsoft PowerPoint Document 643 KB)(Zip file 525 KB)

 

 

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