MATH 3307

Intermediate theory of statistical inference based on the likelihood function. Topics will include the likelihood function for single and multiple parameter families, likelihood intervals and their relationship to confidence intervals, and likelihood ratio tests. Further topics include sufficiency, Fisher information, comparison of frequentist, likelihood and Bayesian approaches to inference. Note: Students may not take both MATH 3307 and MATH 4407 for credit.