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Probability and Statistical Inference (Paperback)
Loot Price: R1,406
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Probability and Statistical Inference (Paperback)
Series: Statistics: A Series of Textbooks and Monographs
Expected to ship within 9 - 15 working days
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Priced very competitively compared with other textbooks at this
level! This gracefully organized textbook reveals the rigorous
theory of probability and statistical inference in the style of a
tutorial, using worked examples, exercises, numerous figures and
tables, and computer simulations to develop and illustrate
concepts. Beginning with an introduction to the basic ideas and
techniques in probability theory and progressing to more rigorous
topics, Probability and Statistical Inference studies the Helmert
transformation for normal distributions and the waiting time
between failures for exponential distributions develops notions of
convergence in probability and distribution spotlights the central
limit theorem (CLT) for the sample variance introduces sampling
distributions and the Cornish-Fisher expansions concentrates on the
fundamentals of sufficiency, information, completeness, and
ancillarity explains Basu's Theorem as well as location, scale, and
location-scale families of distributions covers moment estimators,
maximum likelihood estimators (MLE), Rao-Blackwellization, and the
Cramer-Rao inequality discusses uniformly minimum variance unbiased
estimators (UMVUE) and Lehmann-Scheffe Theorems focuses on the
Neyman-Pearson theory of most powerful (MP) and uniformly most
powerful (UMP) tests of hypotheses, as well as confidence intervals
includes the likelihood ratio (LR) tests for the mean, variance,
and correlation coefficient summarizes Bayesian methods describes
the monotone likelihood ratio (MLR) property handles variance
stabilizing transformations provides a historical context for
statistics and statistical discoveries showcases great
statisticians through biographical notes Employing over 1400
equations to reinforce its subject matter, Probability and
Statistical Inference is a groundbreaking text for first-year
graduate and upper-level undergraduate courses in probability and
statistical inference who have completed a calculus prerequisite,
as well as a supplemental text for classes in Advanced Statistical
Inference or Decision Theory.
General
Imprint: |
Crc Press
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Country of origin: |
United Kingdom |
Series: |
Statistics: A Series of Textbooks and Monographs |
Release date: |
September 2020 |
First published: |
2000 |
Authors: |
Nitis Mukhopadhyay
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Dimensions: |
229 x 152 x 43mm (L x W x T) |
Format: |
Paperback
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Pages: |
665 |
ISBN-13: |
978-0-367-65949-3 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
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LSN: |
0-367-65949-2 |
Barcode: |
9780367659493 |
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