Probability and Statistical Inference - 9780824703790
Un libro in lingua di Nitis Mukhopadhyay edito da CRC Pr I Llc, 2000
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This textbook for first-year graduate students reveals the theory of probability and statistical inference using worked examples, exercises, and computer simulations. Mukhopadhyay (University of Connecticut) first introduces the basic ideas and techniques in probability theory, then studies more rigorous topics such as the Helmert transformation for normal distributions; convergence in probability and distribution; the central limit theorem for the sample variance; sample distributions and the Cornish-Fisher expansions; the fundamentals of sufficiency, information, completeness, and ancillary; Basu's Theorem; maximum likelihood estimators (MLEs); the Neyman- Pearson theory of most powerful (MP); Bayesian methods; and variance stabilizing transformations. Annotation c. Book News, Inc., Portland, OR (booknews.com)
Informazioni bibliografiche
- Titolo del Libro in lingua: Probability and Statistical Inference
- Lingua: English
- Autore: Nitis Mukhopadhyay
- Editore: CRC Pr I Llc
- Collana: CRC Pr I Llc (Hardcover)
- Data di Pubblicazione: 01 Marzo '00
- Genere: MATHEMATICS
- Argomenti : Probabilities Mathematical statistics
- Pagine: 665
- Dimensioni mm: 234 x 158 x 38
- ISBN-10: 0824703790
- EAN-13: 9780824703790