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Normality tests (Jarque-Bera, Shapiro-Wilk, Shapiro-Francia, Cramer-von Mises, Anderson-Darling, Kolmogorov-Smirnov, D'Agostino's tests). Frequency tables analysis (for discrete and continuous variables). Multiple definitions for computing quantile statistics. One-way and two-way ANOVA (with and without replications). Post-hoc comparisons - Bonferroni, Tukey-Kramer, Tukey B, Tukey HSD, Neuman-Keuls, Dunnett. Within subjects ANOVA and mixed models. 2x2 tables analysis (Chi-square, Yates Chi-square, Exact Fisher Test, etc.). Rank correlations (Kendall Tau, Spearman R, Gamma, Fechner). Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion. Wilcoxon Matched Pairs Test, Sign Test, Friedman ANOVA, Kendall's W (coefficient of concordance). Multivariate linear regression (residuals analysis, collinearity diagnostics, confidence and prediction bands). Weighted least squares (WLS) regression.
Stepwise (forward and backward) regression. Tests for heteroscedasticity: Breusch–Pagan test (BPG), Harvey test, Glejser test, Engle's ARCH test (Lagrange multiplier) and White test. Unit root tests - Dickey–Fuller, Augmented Dickey–Fuller (ADF test), Phillips–Perron (PP test), Kwiatkowski–Phillips–Schmidt–Shin (KPSS test). Kaplan-Meier (log rank test, hazard ratios). LD values (LD50/ED50 and others), cumulative coefficient calculation. Receiver operating characteristic curves analysis (ROC analysis).ĪUC methods - DeLong's, Hanley and McNeil's. 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. Sampling (random, periodic, conditional). Bland-Altman plot with multiple measurements per subject. Quantile-quantile Q-Q plots for different distributions. Control charts - X-bar, R-chart, S-chart, IMR-chart, P-chart, C-chart, U-chart, CUSUM-chart. #ADD INS EXCEL MAC DATA ANALYSIS FOR FREE#. #ADD INS EXCEL MAC DATA ANALYSIS HOW TO#. #ADD INS EXCEL MAC DATA ANALYSIS FOR MAC#. ANALYSTSOFT STATPLUS MAC LE FOR MAC
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