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).ĪUC methods - DeLong's, Hanley and McNeil's. LD values (LD50/ED50 and others), cumulative coefficient calculation. Kaplan-Meier (log rank test, hazard ratios). 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. Multivariate linear regression (residuals analysis, collinearity diagnostics, confidence and prediction bands). Wilcoxon Matched Pairs Test, Sign Test, Friedman ANOVA, Kendall's W (coefficient of concordance). Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion. Rank correlations (Kendall Tau, Spearman R, Gamma, Fechner). 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. One-way and two-way ANOVA (with and without replications). 
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 and migration guide for users switching from Analysis ToolPak. Permanent license and free major upgrades during the maintenance period. 'Add-in' mode for Apple Numbers v3, v4 and v5. Standalone spreadsheet with Excel (XLS and XLSX), OpenOffice/LibreOffce Calc (ODS) and text documents support. Free or Premium? Features Comparison - StatPlus:mac Pro vs. Mac/PC license is permanent, there is no renewal charges. You will benefit from the reduced learning curve and attractive pricing while enjoying the benefits of precise routines and calculations. StatPlus:mac is most affordable solution for data analysis on Mac with Excel. Upgrade now to Pro version and get over 70 features and multi-platform compatibility.
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