斯坦福大学 Stat 200: Statistical Inference 课程讲义

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Stanford Stat 200: Introduction to Statistical Inference

Lecturer: Art B. Owen

Introduction to Statistical Inference.zip (7.89 MB, 需要: 10 个论坛币)

2025-3-4 10:36:52 上传

notes+book
需要: 10 个论坛币  [购买]

Description

• Statistical concepts and methods developed in a mathematical framework: Hypothesis testing, point estimation, confidence intervals. Neyman-Pearson theory, maximum likelihood estimation, likelihood ratio tests, Bayesian analysis. Asymptotic theory and simulation-based methods.
  

Prerequisites: Probability theory (STATS 116), multivariable calculus (MATH 52), and basic computer programming (or willingness to learn as you go!)

• Textbook
  

John A. Rice, Mathematical Statistics and Data Analysis, 3rd edition.

For reference:

Morris H. DeGroot and Mark J. Schervish, Probability and Statistics, 4th edition.

Larry Wasserman, All of Statistics: A concise course in statistical inference.

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏0 回帖

关键词：Statistical statistica Inference statistic Statist