Data
Mathematical statistics: estimation and testing
Sufficiency, unbiased and maximum likelihood estimators, confidence intervals, most powerful tests and nonparametric tests, with the theory behind them.
About 40 hours of study.
Where to learn it
Read
STAT 415: Introduction to Mathematical Statistics
Penn State Eberly College of Science
The lessons on point estimation, confidence intervals, hypothesis testing and nonparametric methods
Section not checked yet
Watch
MIT 18.650 Statistics for Applications (Fall 2016)
Philippe Rigollet, MIT OpenCourseWare
The whole course
Practise
No practice set picked yet.
Suggest oneOther options
- Statistical Inference (watch)
The whole course
Wrong chapter, dead link, or know something better? Tell us on GitHub.
Which roles ask for it
- GATE statistics to get hired
- IIT JAM mathematical statistics to get hired
Before and after
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Mathematical statistics: estimation and testing