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Statistical Inference - STAT306
This unit provides an introduction to likelihood-based Statistical Inference. After a brief discussion of the multivariable calculus concepts needed, students will study (multivariate) change of variable, the likelihood function and maximum likelihood estimation, using examples of distributions from STAT272 and STAT273. The theory of estimation and hypothesis testing will be discussed, including most powerful tests, large sample theory, the sufficiency principle and the likelihood ratio principle.
| Credit Points: | 3 |
| When Offered: | D1 - Day; Offered in Session 1, North Ryde |
| Staff Contact(s): | Professor Barry Quinn |
| Prerequisites: | |
| Corequisites: | |
| NCCW(s): | STAT371 |
| Unit Designation(s): | |
| Unit Type: | |
| Assessed As: | Graded |
| Offered By: | Department of Statistics Faculty of Science |
Timetable Information
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