├── MATLAB ├── anovas │ ├── TwoWayMixedANOVA_data.csv │ ├── stats_anova_1wayANOVA.m │ ├── stats_anova_1wayANOVA_Oct.m │ ├── stats_anova_1way_rm_ANOVA.m │ ├── stats_anova_1way_rm_ANOVA_Oct.m │ ├── stats_anova_2way_mixed_ANOVA.m │ ├── stats_anova_2way_mixed_ANOVA_Oct.m │ └── tmpdata.csv ├── clustdimred │ ├── dbscan_Oct.m │ ├── jader.m │ ├── spikes.csv │ ├── stats_clusterdimred_ICA.m │ ├── stats_clusterdimred_ICA_Oct.m │ ├── stats_clusterdimred_KNN.m │ ├── stats_clusterdimred_KNN_Oct.m │ ├── stats_clusterdimred_PCA.m │ ├── stats_clusterdimred_PCA_Oct.m │ ├── stats_clusterdimred_dbscan.m │ ├── stats_clusterdimred_dbscan_Oct.m │ ├── stats_clusterdimred_kmeans.m │ └── stats_clusterdimred_kmeans_Oct.m ├── confint │ ├── stats_confint_analytic.m │ ├── stats_confint_analytic_Oct.m │ ├── stats_confint_bootstrap.m │ └── stats_confint_bootstrap_Oct.m ├── correlation │ ├── partialcorrX.m │ ├── stats_corr_Kendall.m │ ├── stats_corr_Kendall_Oct.m │ ├── stats_corr_Spearman.m │ ├── stats_corr_Spearman_Oct.m │ ├── stats_corr_corrMatrix.m │ ├── stats_corr_corrMatrix_Oct.m │ ├── stats_corr_corrcoef.m │ ├── stats_corr_corrcoef_Oct.m │ ├── stats_corr_cosine.m │ ├── stats_corr_cosine_Oct.m │ ├── stats_corr_generateCorrelation.m │ ├── stats_corr_generateCorrelation_Oct.m │ ├── stats_corr_partialCorrs.m │ ├── stats_corr_partialCorrs_Oct.m │ ├── stats_corr_subgroups.m │ └── stats_corr_subgroups_Oct.m ├── dataJourney │ └── stats_dataJourney.m ├── descriptives │ ├── stats_descriptives_IQR.m │ ├── stats_descriptives_IQR_Oct.m │ ├── stats_descriptives_QQ.m │ ├── stats_descriptives_QQ_Oct.m │ ├── stats_descriptives_centralTendency.m │ ├── stats_descriptives_centralTendency_Oct.m │ ├── stats_descriptives_dispersion.m │ ├── stats_descriptives_dispersion_Oct.m │ ├── stats_descriptives_distributions.m │ ├── stats_descriptives_distributions_Oct.m │ ├── stats_descriptives_entropy.m │ ├── stats_descriptives_entropy_Oct.m │ ├── stats_descriptives_histogram.m │ ├── stats_descriptives_histogram_Oct.m │ ├── stats_descriptives_violin.m │ └── stats_descriptives_violin_Oct.m ├── normOutliers │ ├── stats_normOutliers_minMaxScaling.m │ ├── stats_normOutliers_minMaxScaling_Oct.m │ ├── stats_normOutliers_multivarDistance.m │ ├── stats_normOutliers_multivarDistance_Oct.m │ ├── stats_normOutliers_trimming.m │ ├── stats_normOutliers_trimming_Oct.m │ ├── stats_normOutliers_zMethod.m │ ├── stats_normOutliers_zMethod_Oct.m │ ├── stats_normOutliers_zscore.m │ └── stats_normOutliers_zscore_Oct.m ├── probtheory │ ├── stats_probtheory_CentralLimitTheorem.m │ ├── stats_probtheory_CentralLimitTheorem_Oct.m │ ├── stats_probtheory_LawLargeNumbers.m │ ├── stats_probtheory_LawLargeNumbers_Oct.m │ ├── stats_probtheory_cdfs.m │ ├── stats_probtheory_cdfs_Oct.m │ ├── stats_probtheory_computeProbs.m │ ├── stats_probtheory_computeProbs_Oct.m │ ├── stats_probtheory_conditional.m │ ├── stats_probtheory_conditional_Oct.m │ ├── stats_probtheory_prob_mass.m │ ├── stats_probtheory_prob_mass_Oct.m │ ├── stats_probtheory_sampleVariability.m │ └── stats_probtheory_sampleVariability_Oct.m ├── regressions │ ├── stats_regression_logisticRegression.m │ ├── stats_regression_logisticRegression_Oct.m │ ├── stats_regression_multipleRegression.m │ ├── stats_regression_multipleRegression_Oct.m │ ├── stats_regression_polynomialRegression.m │ ├── stats_regression_polynomialRegression_Oct.m │ ├── stats_regression_simpleRegression.m │ └── stats_regression_simpleRegression_Oct.m ├── sigdet │ ├── stats_sigdet_Fscore.m │ ├── stats_sigdet_Fscore_Oct.m │ ├── stats_sigdet_ROC.m │ ├── stats_sigdet_ROC_Oct.m │ ├── stats_sigdet_dPrime.m │ ├── stats_sigdet_dPrime_Oct.m │ ├── stats_sigdet_responseBias.m │ └── stats_sigdet_responseBias_Oct.m ├── ttest │ ├── stats_ttest_MannWhitneyU.m │ ├── stats_ttest_MannWhitneyU_Oct.m │ ├── stats_ttest_oneSampleT.m │ ├── stats_ttest_oneSampleT_Oct.m │ ├── stats_ttest_permutation.m │ ├── stats_ttest_permutation_Oct.m │ ├── stats_ttest_signedRank.m │ ├── stats_ttest_signedRank_Oct.m │ ├── stats_ttest_twoSampleT.m │ └── stats_ttest_twoSampleT_Oct.m ├── visualization │ ├── stats_visualizing_barplots.m │ ├── stats_visualizing_barplots_Oct.m │ ├── stats_visualizing_boxWhisker.m │ ├── stats_visualizing_boxWhisker_Oct.m │ ├── stats_visualizing_histograms.m │ ├── stats_visualizing_histograms_Oct.m │ ├── stats_visualizing_linePlots.m │ ├── stats_visualizing_linePlots_Oct.m │ ├── stats_visualizing_pieCharts.m │ └── stats_visualizing_pieCharts_Oct.m └── whatRdata │ ├── stats_whatRdata_types.m │ └── stats_whatRdata_types_Oct.m ├── Python ├── anovas │ ├── TwoWayMixedANOVA_data.csv │ ├── stats_anova_1wayANOVA.ipynb │ ├── stats_anova_1wayANOVA.py │ ├── stats_anova_1way_rm_ANOVA.ipynb │ ├── stats_anova_1way_rm_ANOVA.py │ ├── stats_anova_2way_mixed_ANOVA.ipynb │ ├── stats_anova_2way_mixed_ANOVA.py │ └── tmpdata.csv ├── clustdimred │ ├── __pycache__ │ │ └── jade.cpython-37.pyc │ ├── jade.py │ ├── spikes.csv │ ├── stats_clusterdimred_ICA.ipynb │ ├── stats_clusterdimred_ICA.py │ ├── stats_clusterdimred_KNN.ipynb │ ├── stats_clusterdimred_KNN.py │ ├── stats_clusterdimred_PCA.ipynb │ ├── stats_clusterdimred_PCA.py │ ├── stats_clusterdimred_dbscan.ipynb │ ├── stats_clusterdimred_dbscan.py │ ├── stats_clusterdimred_kmeans.ipynb │ └── stats_clusterdimred_kmeans.py ├── confint │ ├── stats_confint_analytic.ipynb │ ├── stats_confint_analytic.py │ ├── stats_confint_bootstrap.ipynb │ └── stats_confint_bootstrap.py ├── correlation │ ├── stats_corr_Kendall.ipynb │ ├── stats_corr_Kendall.py │ ├── stats_corr_Spearman.ipynb │ ├── stats_corr_Spearman.py │ ├── stats_corr_corrMatrix.ipynb │ ├── stats_corr_corrMatrix.py │ ├── stats_corr_corrcoef.ipynb │ ├── stats_corr_corrcoef.py │ ├── stats_corr_cosine.ipynb │ ├── stats_corr_cosine.py │ ├── stats_corr_generateCorrelation.ipynb │ ├── stats_corr_generateCorrelation.py │ ├── stats_corr_partialCorrs.ipynb │ ├── stats_corr_partialCorrs.py │ ├── stats_corr_subgroups.ipynb │ └── stats_corr_subgroups.py ├── dataJourney │ └── stats_dataJourney.ipynb ├── descriptives │ ├── stats_descriptives_QQ.ipynb │ ├── stats_descriptives_QQ.py │ ├── stats_descriptives_centralTendency.ipynb │ ├── stats_descriptives_centralTendency.py │ ├── stats_descriptives_dispersion.ipynb │ ├── stats_descriptives_dispersion.py │ ├── stats_descriptives_distributions.ipynb │ ├── stats_descriptives_distributions.py │ ├── stats_descriptives_entropy.ipynb │ ├── stats_descriptives_entropy.py │ ├── stats_descriptives_histogram.ipynb │ ├── stats_descriptives_histogram.py │ ├── stats_descriptives_iqr.ipynb │ ├── stats_descriptives_iqr.py │ ├── stats_descriptives_violin.ipynb │ └── stats_descriptives_violin.py ├── normOutliers │ ├── stats_normOutliers_minMaxScaling.ipynb │ ├── stats_normOutliers_minMaxScaling.py │ ├── stats_normOutliers_multivarDistance.ipynb │ ├── stats_normOutliers_multivarDistance.py │ ├── stats_normOutliers_trimming.ipynb │ ├── stats_normOutliers_trimming.py │ ├── stats_normOutliers_zMethod.ipynb │ ├── stats_normOutliers_zMethod.py │ ├── stats_normOutliers_zscore.ipynb │ └── stats_normOutliers_zscore.py ├── probtheory │ ├── stats_probtheory_CentralLimitTheorem.ipynb │ ├── stats_probtheory_CentralLimitTheorem.py │ ├── stats_probtheory_LawLargeNumbers.ipynb │ ├── stats_probtheory_LawLargeNumbers.py │ ├── stats_probtheory_cdfs.ipynb │ ├── stats_probtheory_cdfs.py │ ├── stats_probtheory_computeProbs.ipynb │ ├── stats_probtheory_computeProbs.py │ ├── stats_probtheory_conditional.ipynb │ ├── stats_probtheory_conditional.py │ ├── stats_probtheory_prob_mass.ipynb │ ├── stats_probtheory_prob_mass.py │ ├── stats_probtheory_sampleVariability.ipynb │ └── stats_probtheory_sampleVariability.py ├── regressions │ ├── stats_regression_logisticRegression.ipynb │ ├── stats_regression_logisticRegression.py │ ├── stats_regression_multipleRegression.ipynb │ ├── stats_regression_multipleRegression.py │ ├── stats_regression_polynomialRegression.ipynb │ ├── stats_regression_polynomialRegression.py │ ├── stats_regression_simpleRegression.ipynb │ └── stats_regression_simpleRegression.py ├── sigdet │ ├── stats_sigdet_Fscore.ipynb │ ├── stats_sigdet_Fscore.py │ ├── stats_sigdet_ROC.ipynb │ ├── stats_sigdet_ROC.py │ ├── stats_sigdet_dPrime.ipynb │ ├── stats_sigdet_dPrime.py │ ├── stats_sigdet_responseBias.ipynb │ └── stats_sigdet_responseBias.py ├── ttest │ ├── stats_ttest_MannWhitneyU.ipynb │ ├── stats_ttest_MannWhitneyU.py │ ├── stats_ttest_oneSampleT.ipynb │ ├── stats_ttest_oneSampleT.py │ ├── stats_ttest_permutation.ipynb │ ├── stats_ttest_permutation.py │ ├── stats_ttest_signedRank.ipynb │ ├── stats_ttest_signedRank.py │ ├── stats_ttest_twoSampleT.ipynb │ └── stats_ttest_twoSampleT.py ├── visualization │ ├── stats_visualizing_barplots.ipynb │ ├── stats_visualizing_barplots.py │ ├── stats_visualizing_boxWhisker.ipynb │ ├── stats_visualizing_boxWhisker.py │ ├── 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