Stats-misc API

• stats_misc.intervals
  • IntervalResults
    • IntervalResults.interval_values
    • IntervalResults.point_estimate
    • IntervalResults.standard_errors
    • IntervalResults.coverage
  • QuantilesIntervalResults
    • QuantilesIntervalResults.interval_indices
    • QuantilesIntervalResults.interval_values
    • QuantilesIntervalResults.point_estimate
    • QuantilesIntervalResults.coverage
    • QuantilesIntervalResults.matrix_coverage
    • QuantilesIntervalResults.matrix_columns
    • QuantilesIntervalResults.matrix_rows
  • beta_confidence_interval()
  • univariable_poisson_standard_normal()
  • univariable_quantiles_exact()
  • wald_confidence_interval()
• stats_misc.meta_analysis
  • HeterogeneityResults
    • HeterogeneityResults.q_statistic
    • HeterogeneityResults.q_pvalue
    • HeterogeneityResults.i_squared
    • HeterogeneityResults.i_squared_ci
    • HeterogeneityResults.i_squared_ci_coverage
    • HeterogeneityResults.tau_squared
  • estimate_tau()
  • fixed_effect()
  • heterogeneity()
  • random_effects()
• stats_misc.tests
  • AnovaTestResults
    • AnovaTestResults.test_statistic
    • AnovaTestResults.p_value
    • AnovaTestResults.explained_sum_squares
    • AnovaTestResults.residual_sum_squares
    • AnovaTestResults.df_numerator
    • AnovaTestResults.df_denominator
  • TestResults
    • TestResults.point_estimate
    • TestResults.standard_error
    • TestResults.test_statistic
    • TestResults.p_value
    • TestResults.null_value
  • anova_one_way()
  • ks_test()
  • wald_interaction_test()
• stats_misc.resampling
  • BCaCI
    • BCaCI.data
    • BCaCI.boot_sample
    • BCaCI.data
    • BCaCI.jack_sample
  • BCaCIResults
    • BCaCIResults.interval_indices
    • BCaCIResults.interval_values
    • BCaCIResults.coverage
  • BaseBootstrap
    • BaseBootstrap._data
    • BaseBootstrap.bootstrap_samples()
    • BaseBootstrap.original_estimate()
    • BaseBootstrap.bootstrap_samples()
    • BaseBootstrap.original_estimate()
  • BasicCI
    • BasicCI._data
  • BootCIResults
    • BootCIResults.interval_indices
    • BootCIResults.interval_values
    • BootCIResults.coverage
  • PercentileCI
    • PercentileCI._data
  • StudentisedCI
    • StudentisedCI._data
  • bootstrap_replicates()
  • jackknife_replicates()
• stats_misc.machine_learning.validation
  • CalibrationResults
    • CalibrationResults.calibration_slope
    • CalibrationResults.calibration_slope_se
    • CalibrationResults.calibration_intercept
    • CalibrationResults.calibration_intercept_se
    • CalibrationResults.observed_predict_table
  • CstatisticResults
    • CstatisticResults.c_statistic
    • CstatisticResults.lower_bound
    • CstatisticResults.upper_bound
    • CstatisticResults.confidence_interval
    • CstatisticResults.coverage
    • CstatisticResults.standard_error
  • RecalibrationResults
    • RecalibrationResults.slope
    • RecalibrationResults.intercept
    • RecalibrationResults.table_recalibrated
  • cstatistic()
  • format_roc()
  • get_calibration()
  • recalibrate()
• stats_misc.machine_learning.sksurv_utils
  • SurvivalModelBrierScore
    • SurvivalModelBrierScore.model
    • SurvivalModelBrierScore.times
    • SurvivalModelBrierScore.baseline_brier_score
    • SurvivalModelBrierScore.ibs
    • SurvivalModelBrierScore.bss
    • SurvivalModelBrierScore.evaluate()
    • SurvivalModelBrierScore.get_brier_skill_score()
    • SurvivalModelBrierScore.get_brier_skill_score()
  • SurvivalModelCalibration
    • SurvivalModelCalibration.group_summary_
  • event_by_time()
  • surv_model_auc()
  • surv_model_calibration_table()
  • surv_model_predict()
• stats_misc.machine_learning.firthlogist
  • FirthLogisticRegression
    • FirthLogisticRegression.bse_
    • FirthLogisticRegression.classes_
    • FirthLogisticRegression.ci_
    • FirthLogisticRegression.coef_
    • FirthLogisticRegression.intercept_
    • FirthLogisticRegression.loglik_
    • FirthLogisticRegression.llf_
    • FirthLogisticRegression.n_iter_
    • FirthLogisticRegression.pvals_
    • FirthLogisticRegression.bse
    • FirthLogisticRegression.decision_function()
    • FirthLogisticRegression.fit()
    • FirthLogisticRegression.llf
    • FirthLogisticRegression.loglik
    • FirthLogisticRegression.params
    • FirthLogisticRegression.predict()
    • FirthLogisticRegression.predict_proba()
    • FirthLogisticRegression.pvalues
    • FirthLogisticRegression.set_score_request()
    • FirthLogisticRegression.summary()
• stats_misc.utils.general
  • ObservedPower
    • ObservedPower.compute_power()
    • ObservedPower.compute_power_above()
    • ObservedPower.compute_power_below()
    • ObservedPower.compute_power()
      • ObservedPower.crit
    • ObservedPower.compute_power_above()
      • ObservedPower.crit
    • ObservedPower.compute_power_below()
      • ObservedPower.crit
  • ObservedPowerChiSquare
    • ObservedPowerChiSquare.compute_power()
      • ObservedPowerChiSquare.crit
    • ObservedPowerChiSquare.compute_power_above()
      • ObservedPowerChiSquare.crit
    • ObservedPowerChiSquare.compute_power_below()
  • ObservedPowerT
    • ObservedPowerT.compute_power()
    • ObservedPowerT.compute_power_above()
    • ObservedPowerT.compute_power_below()
  • calculate_pvalue()
  • calculate_pvalue_tdist()
  • invlogit()
  • logit()