Probability and Statistical Inference: Statistics: A Series of Textbooks and Monographs
Autor Nitis Mukhopadhyayen Limba Engleză Paperback – 30 sep 2020
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
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.
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Specificații
ISBN-13: 9780367659493
ISBN-10: 0367659492
Pagini: 665
Dimensiuni: 152 x 229 x 43 mm
Greutate: 0.66 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Statistics: A Series of Textbooks and Monographs
ISBN-10: 0367659492
Pagini: 665
Dimensiuni: 152 x 229 x 43 mm
Greutate: 0.66 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Statistics: A Series of Textbooks and Monographs
Public țintă
UndergraduateCuprins
Notions of probability; expectations of functions of random variables; multivariate random variables; transformations and sampling distributions; notions of stochastic convergence; sufficiency, completeness and ancillarity; point estimation; tests of hypotheses; confidence interval estimation; Bayesian methods; likelihood ratio and other tests; large-sample inference; sample size determination - two-stage procedures. Appendices: abbreviations and notation; celebration of statistics - selected biographical notes; selected statistical tables.
Recenzii
"...the book contains unique features throughout. Examples are the moment problem, which is clarified through a nice example, the role of the probability generating functions, and the central limit theorem for the sample variance. Techniques and concepts are typically illustrated through a series of examples. Within a box is routinely summarized what it is that has been accomplished or where to go from that point. At the end of each chapter a long list of exercises is arranged according the sections. "
---Zentralblatt fur Mathematik, 2000
"…a marvelous book for students."
-Statistical Papers
"…a handy reference as well as a good textbook."
-International Statistical Institute, Short Book Reviews
---Zentralblatt fur Mathematik, 2000
"…a marvelous book for students."
-Statistical Papers
"…a handy reference as well as a good textbook."
-International Statistical Institute, Short Book Reviews
Descriere
This gracefully organized text presents 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 the basic ideas and techniques of probability theory and progressing to more rigor