
Modes of parametric statistical inference / Seymour Geisser ; With the assistance of Wesley Johnson
Tác giả : Seymour Geisser ; With the assistance of Wesley Johnson
Nhà xuất bản : Wiley-Interscience
Năm xuất bản : 2006
Nơi xuất bản : Hoboken, N.J.
Mô tả vật lý : xv, 192 p. : ill. ; 25 cm
ISBN : 0471667269
Số phân loại : 519.54
Chủ đề : 1. Distribution (Probability theory). 2. Mathematical statistics. 3. Probabilities. 4. Toán học. 5. Xác suất thông kê.
Thông tin chi tiết
Tóm tắt : | 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. |
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