Nitis Mukhopadhyay

Probability and Statistical Inference

• Broschiertes Buch

Produktbeschreibung

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

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Produktdetails

• Statistics: A Series of Textbooks and Monographs
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 665
• Erscheinungstermin: 30. September 2020
• Englisch
• Abmessung: 229mm x 202mm x 43mm
• Gewicht: 984g
• ISBN-13: 9780367659493
• ISBN-10: 0367659492
• Artikelnr.: 60006324

Autorenporträt

Nitis Mukhopadhyay

Inhaltsangabe

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.