Why use the t-statistic?

Company: Two Sigma

Role: Data Scientist

Category: Statistics & Math

Difficulty: hard

Interview Round: Technical Screen

Quick Answer: This question evaluates understanding of the t-statistic as a standardized test measure connecting effect size, variance, and sample size, and probes knowledge of inferential statistics, hypothesis testing, and the assumptions underlying t-tests in the Statistics & Math domain.