These lecture notes accompanied the course GR8201, “Topics in Theoretical Statistics: Empirical Bayes” that was taught at the Department of Statistics, Columbia University in Spring 2023 together with Bodhisattva Sen. These lecture notes are preliminary (not polished/carefully proofread at this point) and we would welcome any feedback on them!
| Semester | Course | Course Title |
|---|
| Autumn 2023 | STAT 34300 | Applied Linear Statistical Methods |
| Winter 2024 | STAT 41551 | Empirical Bayes |
| Semester | Course | Course Title |
|---|
| Spring 2023 | Statistics GR8201 | Topics in Theoretical Statistics: Empirical Bayes |
| Quarter | Course | Course Title |
|---|
| Summer 2020 | STATS 302 | Applied Statistics PhD Qualifying Exam Workshop |
| Quarter | Course | Course Title | Instructor |
|---|
| Spring 2021 | STATS 315B | Modern Applied Statistics: Data Mining | Jerome Friedman |
| Spring 2020 | STATS 361 | Causal Inference | Stefan Wager |
| Winter 2020 | STATS 305B | Applied Statistics II | Jonathan Taylor |
| Fall 2019 | STATS 366 (BIOS 221) | Modern Statistics for Modern Biology | Susan Holmes & Wolfgang Huber |
| Winter 2019 | STATS 315A | Modern Applied Statistics: Learning | Trevor Hastie |
| Fall 2018 | STATS 300A | Theory of Statistics I | Andrea Montanari |
| Summer 2018 | STATS 366 (BIOS 221) | Modern Statistics for Modern Biology | Susan Holmes |
| Spring 2018 | STATS 218 | Introduction to Stochastic Processes II | Sourav Chatterjee |
| Winter 2018 | STATS 290 | Computing for Data Science | Balasubramanian Narasimhan & John Chambers |
| Fall 2017 | STATS 305A | Introduction to Statistical Modeling | Julia Palacios |
| Summer 2017 | STATS 366 (BIOS 221) | Modern Statistics for Modern Biology | Susan Holmes & Wolfgang Huber |
| Winter 2017 | STATS 191 | Introduction to Applied Statistics | Jonathan Taylor |
| Fall 2016 | STATS 141 (BIOS 141) | Biostatistics | Rajarshi Mukherjee |