Multiple definitions for computing quantile statistics. Frequency tables analysis (for discrete and continuous variables). Normality tests (Jarque-Bera, Shapiro-Wilk, Shapiro-Francia, Cramer-von Mises, Anderson-Darling, Kolmogorov-Smirnov, D'Agostino's tests). Options to emulate Excel Analysis ToolPak results andMigration guide for users switching from Analysis ToolPak.Kruskal-Wallis ANOVA and Median test.Wilcoxon Matched Pairs Test, Sign Test, Friedman ANOVA, Kendall's W (coefficient of concordance). Rank correlations (Kendall Tau, Spearman R, Gamma, Fechner).Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion. 2x2 tables analysis (Chi-square, Yates Chi-square, Exact Fisher Test, etc.). Within subjects ANOVA and mixed models. Post-hoc comparisons - Bonferroni, Tukey-Kramer, Tukey B, Tukey HSD, Neuman-Keuls, Dunnett.Unit root tests - Dickey–Fuller, Augmented Dickey–Fuller (ADF test), Phillips–Perron (PP test), Kwiatkowski–Phillips–Schmidt–Shin (KPSS test). Tests for heteroscedasticity: Breusch–Pagan test (BPG), Harvey test, Glejser test, Engle's ARCH test (Lagrange multiplier) and White test. Stepwise (forward and backward) regression. Weighted least squares (WLS) regression.
![]() ![]() ![]() Sampling (random, periodic, conditional). Report includes: AUC (with confidence intervals), curve coordinates, performance indicators - sensitivity and specificity (with confidence intervals), accuracy, positive and negative predictive values, Youden's J (Youden's index), Precision-Recall plot. Receiver operating characteristic curves analysis (ROC analysis).AUC methods - DeLong's, Hanley and McNeil's. Paragon ntfs for mac guideControl charts - X-bar, R-chart, S-chart, IMR-chart, P-chart, C-chart, U-chart, CUSUM-chart. Quantile-quantile Q-Q plots for different distributions.
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