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What is the difference between t-tests and ANOVA versus regression (one big difference)? Explain it as...

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Psychology

What is the difference between t-tests and ANOVA versusregression (one big difference)? Explain it as if you were teachingsomeone.

How many groups are you allowed to have in an independentsamples t-test? How many groups are you allowed to have in anone-way ANOVA?

What are some of the advantages of Multiple Regression?

How is regression with a single variable the same and differentfrom a correlation?

Answer & Explanation Solved by verified expert
3.9 Ratings (537 Votes)
1 t tests and ANOVA are two different statistical tests which are used in hypothesis testing The two are different from each other in that while t tests are used for comparing two groups ANOVA is used for comparing several groups Thus a t test can be said to be a special case of ANOVA ANOVA yields F tests as the statistic ANOVA will usually test factor variables and whether or not between group variance is significant Ftest is a squared ttest F 2 t Regression is used as a statistical tool to test the impact of some predictor variables on a response variable Seen in this way ANOVA can be said to be a special case of multiple regression 2 In independent t tests the researcher can have two    See Answer
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