عنوان
پدید آورنده
موضوع
رده
QA279.5 .D66 2019
QA279
.
5
.
D66
2019
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0191876828
(Number (ISBN
0192578251
(Number (ISBN
9780191876820
(Number (ISBN
9780192578259
Erroneous ISBN
0198841302
Erroneous ISBN
9780198841296
Erroneous ISBN
9780198841302
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Bayesian statistics for beginners :
General Material Designation
[Book]
Other Title Information
a step-by-step approach /
First Statement of Responsibility
Therese Donovan and Ruth M. Mickey.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Oxford :
Name of Publisher, Distributor, etc.
Oxford University Press,
Date of Publication, Distribution, etc.
2019.
Date of Publication, Distribution, etc.
©2019
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (430 pages)
CONTENTS NOTE
Text of Note
Basics of probability -- Bayes' theorem and Bayesian inference -- Probability functions -- Bayesian conjugates -- Markov chain monte carlo -- Applications -- Appendix 1. The beta-binomial conjugate solution -- Appendix 2. The gamma-poisson conjugate solution -- Appendix 3. The normal-normal conjugate solution -- Appendix 4. Conjugate solutions for simple linear regression -- The standardization of regression data -- Bibliography -- Hyperlinks accessed August 2017 -- Name index -- Subject index.
0
SUMMARY OR ABSTRACT
Text of Note
This is an entry-level book on Bayesian statistics written in a casual, and conversational tone. The authors walk a reader through many sample problems step-by-step to provide those with little background in math or statistics with the vocabulary, notation, and understanding of the calculations used in many Bayesian problems.
OTHER EDITION IN ANOTHER MEDIUM
Title
Bayesian Statistics for Beginners : A Step-By-step Approach.
International Standard Book Number
9780198841296
TOPICAL NAME USED AS SUBJECT
Bayesian statistical decision theory.
Bayesian statistical decision theory.
MATHEMATICS-- Applied.
MATHEMATICS-- Probability & Statistics-- General.
(SUBJECT CATEGORY (Provisional
MAT-- 003000
MAT-- 029000
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5/42
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA279
.
5
Book number
.
D66
2019
PERSONAL NAME - PRIMARY RESPONSIBILITY
Donovan, Therese M., (Therese Marie)
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Mickey, Ruth M.,1954-
ORIGINATING SOURCE
Date of Transaction
20200822092730.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
