Parametric Statistical Inference (Oxford Science Publications)

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9780198523598: Parametric Statistical Inference (Oxford Science Publications)

Inference involves drawing conclusions about some general phenomenon from limited empirical observations in the face of random variability. In a scientific context, the general must include the completely unforeseen if all possibilities are to be considered. Many of the statistical models most used to describe such phenomena belong to one of a small number of families--the exponential, transformation, and stable families. In the past 25 years, the likelihood function has been recognized as the fundamental element of approach to drawing scientific conclusions. This book brings together for the first time these two components of statistics as the central themes of statistical inference. Chapters focus on model building, approximations, and examples. There are also appendices on the elements of measure theory, probability theory, and numerical methods. The discussions are appropriate for students of mathematical statistics.

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J. K. Lindsey is at University of Liege.

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`The author has written a nice, readable book ... at a level understandable to students. . . I strongly recommend the book for any student or researcher of "Statistical Inference" and also to all (mathematical) statisticians.' Zentrallblat fur Mathematik, vol. 855, 1997

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Book Description Oxford University Press, United Kingdom, 1996. Hardback. Book Condition: New. Language: English . Brand New Book ***** Print on Demand *****. Inference involves drawing conclusions about some general phenomenon from limited empirical observations in the face of random variability. Two central unifying components of statistics are the likelihood function and the exponential family. These are here brought together for the first time as the central themes of a book on statistical inference. This book is appropriate as an advanced undergraduate or graduate text in mathematical statistics. Bookseller Inventory # APC9780198523598

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Book Description Oxford University Press, United Kingdom, 1996. Hardback. Book Condition: New. Language: English . Brand New Book ***** Print on Demand *****.Inference involves drawing conclusions about some general phenomenon from limited empirical observations in the face of random variability. Two central unifying components of statistics are the likelihood function and the exponential family. These are here brought together for the first time as the central themes of a book on statistical inference. This book is appropriate as an advanced undergraduate or graduate text in mathematical statistics. Bookseller Inventory # APC9780198523598

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