Modes of parametric statistical inference

This publication examines the distinct philosophical foundations of different statistical modes of parametric inference. Unlike many other texts that focus on methodology and applications, this book focuses on a rather unique combination of theoretical and foundational aspects that underlie the fiel...

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Tác giả chính: Geisser, Seymour
Định dạng: Sách
Ngôn ngữ:Undetermined
Được phát hành: Hoboken, N.J. Wiley-Interscience 2006
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100 |a Geisser, Seymour 
245 0 |a Modes of parametric statistical inference 
245 0 |c Seymour Geisser ; With the assistance of Wesley Johnson 
260 |a Hoboken, N.J. 
260 |b Wiley-Interscience 
260 |c 2006 
520 |a This publication examines the distinct philosophical foundations of different statistical modes of parametric inference. Unlike many other texts that focus on methodology and applications, this book focuses on a rather unique combination of theoretical and foundational aspects that underlie the field of statistical inference. Readers gain a deeper understanding of the evolution and underlying logic of each mode as well as each mode's strengths and weaknesses. The book begins with fascinating highlights from the history of statistical inference. Readers are given historical examples of statistical reasoning used to address practical problems that arose throughout the centuries. Next, the book goes on to scrutinize four major modes of statistical inference: frequentist, likelihood, fiducial, bayesian. 
650 |a Probabilities,Mathematical statistics,Distribution (Probability theory) 
904 |i Giang 
980 |a Trung tâm Học liệu Trường Đại học Cần Thơ