| Probability and Moments |
Expectation, variance, sample moments |
probability_demo |
| Poisson and Gaussian |
Counting models and approximations |
poisson_gaussian_demo |
| Likelihood |
Logic of likelihood-based inference |
likelihood_demo |
| Fitting |
Parameter estimation and diagnostics |
fitting_demo |
| Intervals |
Confidence intervals and coverage |
intervals_demo |
| Feldman-Cousins |
Unified intervals |
feldman_cousins_demo |
| Hypothesis Tests |
p-values, power, test statistics |
hypothesis_tests_demo |
| Systematics |
Nuisance parameters and covariance models |
systematics_demo |
| Neutrino Cases |
Toy analyses in an oscillation-fit style |
neutrino_cases_demo |