JMP Software: ANOVA and Regression

Course Code:

2 days
9:00am to 5.00pm
Course Fees:
S$1,800 (excl of G.S.T)
2020 Course Dates
25 – 26 Aug 2020
17 – 18 Nov 2020
None of the published dates will work for you? Speak to our training consultants for a private tuition arrangement or a closed door training.

Course Overview

This course teaches you how to use analysis of variance and regression methods to analyze data with a single continuous response variable. You learn how to perform elementary exploratory data analysis (EDA) and discover natural patterns in data. Important statistical concepts such as confidence intervals are also introduced.

Program Objectives

Learn how to use JMP software to

• Interpret confidence intervals

• Perform hypothesis tests

• Compare multiple population means with one-way ANOVA

• Use simple linear regression to analyze relationships between continuous variables

• Use the general linear model to build models between a continuous response and any number of continuous or categorical predictors

• Assess interactions between factors and curvature

• Evaluate assumptions of statistical hypothesis testing

Course Outline

Module 1: Introduction to Statistics

Module 2: Analysis with a Categorical Factor

Module 3: Analysis with a Continuous Factor

Module 4: Model Building

Module 5: Capstone Exercises

Module 6: References

Module 7: Additional Resources

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