statanalysis package

Subpackages

• statanalysis.conf_inte_md package
  • Submodules
    • CIE_MEAN_ONE()
    • CIE_MEAN_TWO()
    • CIE_ONE_PROPORTION()
    • CIE_PROPORTION_TWO()
    • get_min_sample()
    • print()
    • IC_MEAN_ONE()
    • IC_MEAN_TWO_NOTPAIR()
    • IC_MEAN_TWO_PAIR()
    • IC_PROPORTION_ONE()
    • IC_PROPORTION_TWO()
    • print()
  • Module contents
• statanalysis.hyp_testi_md package
  • Submodules
    • HPE_FROM_P_VALUE()
    • HPE_MEAN_MANY()
    • HPE_MEAN_ONE()
    • HPE_MEAN_TWO_NOTPAIRED()
    • HPE_MEAN_TWO_PAIRED()
    • HPE_PROPORTION_ONE()
    • HPE_PROPORTION_TW0()
    • print()
    • HP_MEAN_MANY()
    • HP_MEAN_ONE()
    • HP_MEAN_TWO_NOTPAIR()
    • HP_MEAN_TWO_PAIR()
    • HP_PROPORTION_ONE()
    • HP_PROPORTION_TWO()
    • print()
  • Module contents
• statanalysis.hyp_vali_md package
  • Submodules
    • check_coefficients_non_zero()
    • check_equal_mean()
    • check_residuals_centered()
  • Module contents
• statanalysis.mdl_esti_md package
  • Submodules
    • ComputeRegression
      • ComputeRegression._estimate_log_reg_coeff_std()
      • ComputeRegression._estimate_logit_reg_coeffs()
      • ComputeRegression._pred_target()
      • ComputeRegression.count_nan_and_inf()
      • ComputeRegression.fit()
      • ComputeRegression.get_regression_results()
      • ComputeRegression.predict()
      • ComputeRegression.predict_proba()
    • log_loss()
    • sigmoid()
    • LogisticRegression
      • LogisticRegression.fit()
      • LogisticRegression.predict()
      • LogisticRegression.predict_prob()
    • ME_Normal_dist()
    • ME_Regression()
    • ME_logistic_regression()
    • ME_multiple_regression()
    • PredictionMetrics
      • PredictionMetrics._log_likelihood_lin_reg()
      • PredictionMetrics.compute_log_likelihood()
      • PredictionMetrics.compute_mae()
      • PredictionMetrics.get_binary_accuracy()
      • PredictionMetrics.get_binary_regression_res()
      • PredictionMetrics.get_confusion_matrix()
      • PredictionMetrics.get_f1_score()
      • PredictionMetrics.get_precision_score()
      • PredictionMetrics.get_recall_score()
      • PredictionMetrics.log_loss()
      • PredictionMetrics.log_loss_flat()
    • compute_aic_bic()
    • compute_kurtosis()
    • compute_skew()
    • HPE_REGRESSION_FISHER_TEST()
    • RegressionResultData
      • RegressionResultData.alpha
      • RegressionResultData.coeffs
      • RegressionResultData.list_coeffs_std
      • RegressionResultData.nb_obs
      • RegressionResultData.nb_param
      • RegressionResultData.residu_std
      • RegressionResultData.residuals
      • RegressionResultData.y
      • RegressionResultData.y_hat
    • compute_linear_regression_results()
    • compute_logit_regression_results()
  • Module contents
• statanalysis.utils_md package
  • Submodules
    • get_f_value()
    • get_p_value()
    • get_p_value_f_test()
    • get_p_value_from_tail()
    • get_p_value_t_test()
    • get_p_value_z_test()
    • get_t_value()
    • get_z_value()
    • check_equal_var()
    • check_hyp_min_sample()
    • check_hyp_min_samples()
    • check_or_get_alpha_for_hyph_test()
    • check_or_get_cf_for_conf_inte()
    • check_sample_normality()
    • check_zero_to_one_constraint()
    • print()
    • compute_slope_std()
    • estimate_std()
    • clear_list()
    • clear_list_pair()
    • clear_mat_vec()
    • Confidence_data
      • Confidence_data.confidence
      • Confidence_data.interval
      • Confidence_data.marginOfError
      • Confidence_data.parameter
      • Confidence_data.sample_size
    • HypothesisValidationData
      • HypothesisValidationData.obj
      • HypothesisValidationData.testPassed
    • Hypothesis_data
      • Hypothesis_data.Z
      • Hypothesis_data.alpha
      • Hypothesis_data.p_value
      • Hypothesis_data.parameter
      • Hypothesis_data.pnull
      • Hypothesis_data.reject_null
      • Hypothesis_data.sample_size
      • Hypothesis_data.std_stat_eval
      • Hypothesis_data.tail
    • RegressionFisherTestData
      • RegressionFisherTestData.DFE
      • RegressionFisherTestData.DFR
      • RegressionFisherTestData.DFT
      • RegressionFisherTestData.F_stat
      • RegressionFisherTestData.MSE
      • RegressionFisherTestData.MSR
      • RegressionFisherTestData.MST
      • RegressionFisherTestData.R_carre
      • RegressionFisherTestData.R_carre_adj
      • RegressionFisherTestData.SSE
      • RegressionFisherTestData.SSR
      • RegressionFisherTestData.SST
      • RegressionFisherTestData.p_value
      • RegressionFisherTestData.reject_null
    • Tails
      • Tails.INF_SYMB
      • Tails.NEQ_SYMB
      • Tails.SUP_SYMB
      • Tails.get_tail_from_symb()
      • Tails.left
      • Tails.middle
      • Tails.norm_tail()
      • Tails.right
  • Module contents

Module contents