#Statplus multiple regression software#
#Statplus multiple regression license#
#Statplus multiple regression plus#

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.

#Statplus multiple regression software#

Sampling (random, periodic, conditional). The Algorithm for the Quantitative Assessment of the Newcastle Disease Vaccine Stability Using the StatPlus Software Package Samuilenko, A.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.

Oct 8, Multiple regression, Review for Midterm Exam 1.

One-way and two-way ANOVA (with and without replications). statistics, we will discuss regression models, time series analysis, and decision making.

Multiple definitions for computing quantile statistics.

Frequency tables analysis (for discrete and continuous variables).

The first is a simple linear regression where we only have one explanatory variable. We'll look at two examples of linear regression. This is for versions of Excel where the data analysis tool kit is not available.

#Statplus multiple regression plus#

Normality tests (Jarque-Bera, Shapiro-Wilk, Shapiro-Francia, Cramer-von Mises, Anderson-Darling, Kolmogorov-Smirnov, D'Agostino's tests). This segment will demonstrate linear regression using Excel plus StatPlus free extra software.Options to emulate Excel Analysis ToolPak results and migration guide for users switching from Analysis ToolPak.

#Statplus multiple regression license#

Permanent license and free major upgrades during the maintenance period.'Add-in' mode for Apple Numbers v3, v4 and v5.'Add-in' mode for Excel 2004, 2008, 2011, 20. Students are highly encouraged to use the Multiple Regression Dataset Excel resource to complete this assignment.Standalone spreadsheet with Excel (XLS and XLSX), OpenOffice/LibreOffce Calc (ODS) and text documents support.