Stats 300A: Theory of Statistics

Prerequisites

Real analysis, introductory probability (at the level of Statistics 116), and introductory statistics.

Texts

• Testing Statistical Hypotheses, third edition, by Lehmann and Romano, published by Springer (ISBN-13: 978-0387988641). Errata.
• (Optional) Theory of Point Estimation, second edition, by Lehmann and Casella, published by Springer (ISBN-13: 978-0387985022). Errata.
  

Stats 300C Theory of Statistics Spring 2015

Textbooks:

We will not follow a textbook but the students might find the following references useful for background reading.

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• Gaussian estimation: Sequence and wavelet models by I. Johnstone and available here.