Hypothesis Testing in Regression

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t-Test for Coefficients

H_0: \beta_j = 0

H_1: \beta_j \neq 0

Test statistic:

t = \frac{\hat{\beta}_j}{\text{SE}(\hat{\beta}_j)} \sim t_{n-p-1}

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