Control 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.Bland-Altman plot with multiple measurements per subject.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). However, it is very close as iStatistica Pro also has a lot of unique. Winner iStat Menus (It provides a lot of features from widgets to various themes and customization options. Mann-Whitney U Test, Kolmogorov-Smirnov test, Wald-Wolfowitz Runs Test, Rosenbaum Criterion. For example, you can leave your Mac for rendering a video and monitor its hardware info from your phone while doing something else, overall increasing productivity. 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). View older iStat Menus updates Information License Shareware Size 30.5 MB Developer’s website Downloads 494510 App requirements Intel 64 Apple Silicon macOS 10. Migration guide for users switching from Analysis ToolPak. Apple Numbers (Free El Capitan+ / 19.99 Mac App Store) Apple Numbers is Apple’s answer to Excel but it has come a long way and nowadays is also a pretty powerful tool for statistical analysis.
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