API Reference ============= Fisher's Exact Test ------------------- .. automodule:: rerandomstats.fisher_exact :members: :undoc-members: :show-inheritance: Fisher's Resampling Test ------------------------ .. automodule:: rerandomstats.fisher_resampling :members: :undoc-members: :show-inheritance: Hypothesis Tests ---------------- .. automodule:: rerandomstats.hypothesis_tests :members: :undoc-members: :show-inheritance: Binomial Statistics ------------------- .. automodule:: rerandomstats.binomial_stats :members: :undoc-members: :show-inheritance: Multi-Group Testing ------------------- .. automodule:: rerandomstats.multi_group_test :members: :undoc-members: :show-inheritance: Case-Crossover Estimators (v0.2.0) ---------------------------------- Time-stratified case-crossover conditional logit with stratified- permutation backup and Burke-2015 σ-rescaled effect translator. .. automodule:: rerandomstats.case_crossover :members: :undoc-members: :show-inheritance: Model Comparison (v0.2.0) ------------------------- Wald two-sample-β test, nested-model likelihood-ratio test, and the shared-algorithmic-source p-value correction helpers (``correct_pvalues`` / ``correct_pvalues_array`` / ``benjamini_hochberg``) routing through ``statsmodels.stats.multitest.multipletests``. .. automodule:: rerandomstats.model_comparison :members: :undoc-members: :show-inheritance: Dose-Response and Breakpoint Analysis (v0.2.0) ---------------------------------------------- Broken-stick segmented regression with profile-RSS 95 % CI on the breakpoint, the Davies (1987 / 2002) and Muggeo (2016) Pseudo-Score breakpoint-existence tests, the 4-parameter Hill / logistic fit with Sebaugh–McCray lower-bend point, and a per-subject iterator that applies any of the four to a panel of subjects. .. automodule:: rerandomstats.dose_response :members: :undoc-members: :show-inheritance: Resampling Index Generator -------------------------- .. automodule:: rerandomstats.resample_n_of_k :members: :undoc-members: :show-inheritance: Data I/O -------- .. automodule:: rerandomstats.data_io :members: :undoc-members: :show-inheritance: Pretty Table Output ------------------- .. automodule:: rerandomstats.pretty_table :members: :undoc-members: :show-inheritance: