Springer Texts in Statistics – George Casella

George Casella – Springer Texts in Statistics

This graduate textbook covers topics in statistical theory essential for graduate students preparing for work on a Ph.D. degree in statistics. The first chapter provides a quick overview of concepts and results in measure-theoretic probability theory that are useful in statistics. The second chapter introduces some fundamental concepts in statistical decision theory and inference. Chapters 3-7 contain detailed studies on some important topics: unbiased estimation, parametric estimation, nonparametric estimation, hypothesis testing, and confidence sets. A large number of exercises in each chapter provide not only practice problems for students, but also many additional results.

In addition to improving the presentation, the new edition makes Chapter 1 a self-contained chapter for probability theory with emphasis in statistics. Added topics include useful moment inequalities, more discussions of moment generating and characteristic functions, conditional independence, Markov chains, martingales, Edgeworth and Cornish-Fisher expansions, and proofs to many key theorems such as the dominated convergence theorem, monotone convergence theorem, uniqueness theorem, continuity theorem, law of large numbers, and central limit theorem. A new section in Chapter 5 introduces semiparametric models, and a number of new exercises were added to each chapter.

Get Download George Casella – Springer Texts in Statistics at Offimc.click Now!

Delivery Information

• Upon ordering the product, a delivery email with download instructions will be sent immediately to you so that you may download your files. If you log in (or create an account) prior to purchase you will also be able to access your downloads from your account dashboard.
• It is a digital download, so please download the order items and save them to your hard drive. In case the link is broken for any reason, please contact us and we will resend the new download link to you.
• If you don't receive the download link, please don’t worry about that. We will update and notify you as soon as possible from 8:00 AM – 8:00 PM (UTC+8).
• Please Contact Us if there are any further questions or concerns you may have. We are always happy to assist!