A Course in Large-Sample and High-Dimensional Theory

By Zhiqiang Tan

This book provides a systematic treatment of two central regimes in statistical theory: classical large-sample theory for M- and Z-estimation with a fixed number of parameters, and high-dimensional theory where the number of parameters can be comparable to or larger than the sample size.

• Format: Hardcover
• Language: English
• ISBN: 1041153570
• ISBN13: 9781041153573
• Release Date: August 2026
• Publisher: CRC Press
• Length: 234 Pages
• Weight: 1.15 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"