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" Mathematical statistics : "
Richard J. Rossi.
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BL
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| Record Number
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839835
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| Main Entry
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Rossi, Richard J.,1956-
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| Title & Author
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Mathematical statistics : : an introduction to likelihood based inference /\ Richard J. Rossi.
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| Publication Statement
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Hoboken, NJ :: John Wiley & Sons, Inc.,, 2018.
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, ©2018
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| Page. NO
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xvii, 422 pages :: illustrations ;; 24 cm
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| ISBN
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1118771044
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: 9781118771044
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| Bibliographies/Indexes
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Includes bibliographical references and index.
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| Contents
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Probability -- Random variables and random vectors -- Probability models -- Parametric point estimation -- Likelihood based estimation -- Hypothesis testing -- Generalized linear models.
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| Abstract
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This book addresses mathematical statistics for upper-undergraduates and first year graduate students, tying chapters on estimation, confidence intervals, hypothesis testing, and statistical models together to present a unifying focus on the likelihood function. It also emphasizes the important ideas in statistical modeling, such as sufficiency, exponential family distributions, and large sample properties. Mathematical Statistics: An Introduction to Likelihood Based Inference makes advanced topics accessible and understandable and covers many topics in more depth than typical mathematical statistics textbooks. It includes numerous examples, case studies, a large number of exercises ranging from drill and skill to extremely difficult problems, and many of the important theorems of mathematical statistics along with their proofs. --
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| Subject
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Mathematical statistics.
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Mathematical statistics.
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MATHEMATICS-- Probability Statistics-- General.
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| Dewey Classification
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519.5/4
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| LC Classification
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QA276.A2R67 2018
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