STAT 665
Asymptotic Methods in Statistical Inference
Winter 2018
Topics
- Convergence and Slutsky theorem
- Edgeworth expansions and delta method
- Asymptotic testing and efficiency
- Confidence intervals and estimation
- Multivariate asymptotics
- U-statistics
- Influence functions and bootstrap
- Maximum likelihood
- Likelihood-ratio, Wald and score tests
Readings
- E. L. Lehmann. Elements of Large-Sample Theory.
Sources
- Course catalogue ↗2026–2027
- STAT 665 ASYMPTOTIC METH STAT INFERENCE · Reading-list link; contents not retrieved ↗
- Asymptotic Methods in Statistical Inference ↗2018
- Course source ↗
- The linked schedule says Winter 2017–2018 and gives January–April dates, recorded as Winter 2018.