This course teaches you how to use the POWER and GLMPOWER procedures to compute prospective power and sample size calculations.
Lernen Sie, wie Sie / Learn how to
- estimate the parameters for a power analysis
- conduct a sensitivity analysis of the parameters
- perform power analyses on a two-sample t-test, a multiple regression model, a one-way ANOVA model, a two-way ANOVA model with covariates, multiple logistic regression model, and the comparison of two survival curves.
Zielgruppe / Who should attend
Those who are involved in planning research studies and designing experiments
Before attending this course, you should have taken SAS® Programmierung 1: Grundlagen, Statistics 1: Introduction to ANOVA, Regression, and Logistic Regression, and Statistics 2: ANOVA and Regression, or have equivalent experience.
In diesem Kurs wird mit folgenden Software Modulen gearbeitet: SAS/STAT Software
This course also addresses Base SAS software and SAS/GRAPH software.
Power and Sample Size Analysis- concepts of power analysis
- two-sample t-test
- equivalence test
- noninferiority test
- confidence interval precision
- sawtooth power function in proportion analyses
- power analysis of two independent proportions
Advanced Power and Sample Size Analyses- multiple regression
- one-way ANOVA
- two-way ANOVA with covariates
- multiple logistic regression
- comparing two survival curves
