Introduction to Bayesian statistics /
Covers the topics typically found in an introductory statistics book-but from a Bayesian perspective-giving readers an advantage as they enter fields where statistics is used.
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Hoboken, N.J. :
John Wiley,
c2007.
|
| Edition: | 2nd ed. |
| Subjects: | |
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| 082 | 0 | 0 | |a 519.5/42 |2 22 |
| 100 | 1 | |a Bolstad, William M., |d 1943- | |
| 245 | 1 | 0 | |a Introduction to Bayesian statistics / |c William M. Bolstad. |
| 250 | |a 2nd ed. | ||
| 260 | |a Hoboken, N.J. : |b John Wiley, |c c2007. | ||
| 300 | |a xxiv, 437 p. : |b ill. ; |c 25 cm. | ||
| 504 | |a Includes bibliographical references (p. 431-432) and index. | ||
| 505 | 0 | |a Introduction to statistical science -- Scientific data gathering -- Displaying and summarizing data -- Logic, probability, and uncertainty -- Discrete random variables -- Bayesian inference for discrete random variables -- Continuous random variables -- Bayesian inference for binomial proportion -- Comparing Bayesian and frequentist inferences for proportion -- Bayesian inference for poisson -- Bayesian inference for normal mean -- Comparing Bayesian and frequentist inferences for mean -- Bayesian inference for difference between means -- Bayesian inference for single linear regression -- Bayesian inference for standard deviation -- Robust Bayesian methods. | |
| 520 | |a Covers the topics typically found in an introductory statistics book-but from a Bayesian perspective-giving readers an advantage as they enter fields where statistics is used. | ||
| 650 | 0 | |a Bayesian statistical decision theory. | |
| 650 | 2 | |a Bayes Theorem. | |
| 650 | 2 | |a Statistics as Topic. | |
| 776 | 0 | 8 | |i Online version: |a Bolstad, William M., 1943- |t Introduction to Bayesian statistics. |b 2nd ed. |d Hoboken, N.J. : John Wiley, c2007 |w (OCoLC)654593316 |
| 988 | |a 20080807 | ||
| 906 | |0 DLC | ||