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This course introduces analysis of variance (ANOVA), covering terminology, hypothesis testing, F-statistics, one-way and two-way ANOVA, MANOVA, limitations, and comparison with t-tests. It also demonstrates ANOVA testing using R.
Syllabus
Introduction.
Agenda.
What is Analysis of Variance?.
Important Terminologies in ANOVA.
Understanding Hypothesis Testing.
One-way and Two-way Mean.
F-Statistics.
Types of ANOVA Test.
One-Way ANOVA.
Two-Way ANOVA.
ANOVA Test using R.
Difference between ANOVA Test and T-Test.
Limitations of ANOVA Test.
MANOVA.
Summary.
Taught by
Great Learning