SAU TECH Statistical Modeling Discussion – Description
Discuss your understanding of statistical models and hypothesis testing. Begin by explaining the concepts of effect size and correlation, including multiple correlations and linear regression. Then, delve into the regression models and their applications. In your third paragraph, provide your thoughts on the logic of hypothesis testing, confidence intervals, and p-values. The fourth paragraph should focus on decision errors and power in hypothesis testing. Finally, analyze techniques for testing null hypotheses, such as t-tests, Chi-square, and ANOVA tests.
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