**Grubbs test for outliers**& Tukey's outlier test**Advanced Tabulation**allows breakdown of tables by three factors with various statistics included in each cell.- The
**Mantel-Haenszel**procedure allows analysis of multiway tables (useful in meta-analysis, when you want to pool information from several 2x2 tables or for the analysis of two dichotomous variables while adjusting for third.) **Inter/Rater Reliability & Kappa**allows analysis of reliability data that includes both Kappa and Weight Kappa analyses including confidence intervals**Two Factor Analysis of Variance**can handle unbalanced data and includes graphs and post hoc multiple comparisons**Two-way ANOVA with Repeated Measures**includes graphs and post hoc tests.**Analysis of Covariance (ANCOVA)**includes graphs and post hoc tests**Three-Way ANOVA****Polynomial Regression**up to 6th order sextic regression with graphs**Stepwise regression**for multiple linear regression modeling**All possible subsets regression**finds best models for multiple linear regression**Simple Logistic Regression**for simple logistic modeling with a binary or continuous independent variable, including calculating predictions from model and includes odds ratio with 95% confidence intervals**Multiple Logistic Regression**-- allows you to fit up to 10 independent variables in a logistic model, includes calculation of parameters and odds rations with 95% confidence intervals.**Bland-Altman plots**for comparison of two similar measures, includes a plot of equality as well as the Bland-Altman plot**Multiple comparisons**(Newman-Keuls, Tukey HSD, or Scheffé), calculate custom post hoc multiple comparisons that include a graphical summary of results**Time series analysis**including data plotting, autocorrelations, partial autocorrelations, estimating parameters, differencing and forecasting. The program allows you to estimate the parameters of an ARMA model and create a forecast using your model (using three forecasting techniques). The forecast can then be displayed and captured as numbers in a file.**Quality Control charts and procedures**allows you to create X-Bar Charts, R-Charts, S-Charts, EWMA, MR-Charts, I-Charts and P-Charts. It will automatically calculate 3-sigma limits, or you can specify your own limits. Data replicates can be balanced or unbalanced. X-Bar Charts can be displayed on the same screen with an R-Chart or an S-Chart.- The
**Pareto Chart procedure**allows you to display Pareto charts, which are used to determine priorities for quality improvement. The by-group feature allows you to display charts by a grouping factor (i.e., day of week, operator.)
Following are sample graphs from WINKS Professional SDA: (Interaction plot from Two-Way ANOVA) Example ANCOVA Plot Polynomial regression plot Quality Control Plot Time series spectrum plot ROC Curve Logistic Regression Bland Altman Plot Forest Plot (Meta-Analysis) Some procedures in WINKS SDA Professional require Windows XP or higher. |