Empirical Bayes Metrics with openEBGM1 months ago
Background | Calculating the EB-Scores | Qn() | ebgm() | quantBisect() | Analysis of EB-Scores
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Hyperparameter Estimation with openEBGM1 months ago
Background | Optimization | References | Data Squashing | Likelihood Functions | Special Wrapper Functions | autoHyper() | exploreHypers() | Expectation-Maximization Approach with hyperEM() | Specialized Optimization Packages
Introduction to openEBGM1 months ago
Background | Purpose | References | Preparing Your Data | Data form | Column names | HFCS example (formerly CAERS)
openEBGM Objects and Class Functions1 months ago
Creating the Object | Custom hyperparameters | Using the Generic Functions | Conclusion
Processing Raw Data with openEBGM1 months ago
Using processRaw() | Using Stratification
APC: Aerobic Plate Count for Serial Dilutions3 months ago
Maximum Likelihood Estimation | Confidence Intervals | References
MPN: Most Probable Number for Serial Dilutions3 months ago
Introduction | mpn() | Maximum Likelihood Estimation | Bias Adjustment | Confidence Intervals | Rarity Index | Conclusion | References