Which of the following are assumptions needed for conducting a hypothesis test on the population slope in a linear regression analysis? (Select all that apply.)

 
 
 
 
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What distribution do the true errors need to follow in order to perform various inference procedures in linear regression?

What is true about multiple linear regression and marginal linear models when dependence is present in data?

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What model should we use when our target outcome, or dependent variable is binary, or only has two outputs, 0 and 1?

The figure below presents the fits of four different regression models to the same set of data, where there is a predictor variable (x) and a dependent variable (y) of interest. Which of the four…

What type of model should we use when our target outcome, or dependent variable, is continuous?

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