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Simulation-Based Inference

Explore how to perform simulation-based hypothesis testing for a regression slope using R's infer package. Understand null hypothesis assumptions, generate permuted samples to create null distributions, and interpret p-values to assess relationships between variables in regression analysis.

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Hypothesis test for a slope

Let’s now conduct a hypothesis test of H0 : β1=0H_0\space:\space\beta_1=0 vs. HA : β10H_A\space:\space\beta_1\neq0 ...