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In Order to Use the T-Statistic for Hypothesis Testing and Constructing

Question 25

Multiple Choice

In order to use the t-statistic for hypothesis testing and constructing a 95% confidence interval as ±\pm 1.96 standard errors, the following three assumptions have to hold:


A) the conditional mean of ui, given Xi is zero; (Xi,Yi) , i = 1,2, …, n are i.i.d. draws from their joint distribution; Xi and ui have four moments
B) the conditional mean of ui, given Xi is zero; (Xi,Yi) , i = 1,2, …, n are i.i.d. draws from their joint distribution; homoskedasticity
C) the conditional mean of ui, given Xi is zero; (Xi,Yi) , i = 1,2, …, n are i.i.d. draws from their joint distribution; the conditional distribution of ui given Xi is normal
D) none of the above

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