Probability and statistical inference / (Record no. 88929)

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003 - CONTROL NUMBER IDENTIFIER
control field CITU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20241008130547.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241008b ||||| |||| 00| 0 eng d
015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBC0D9684
Source bnb
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119243809
Qualifying information (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119243830
Qualifying information (electronic bk. : oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119243831
Qualifying information (electronic bk. : oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119243823
Qualifying information (epub)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119243823
Qualifying information (epub)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119243816
Qualifying information (adobe pdf)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1119243815
Qualifying information (adobe pdf)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)1159636762
037 ## - SOURCE OF ACQUISITION
Stock number 9781119243823
Source of stock number/acquisition Wiley
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Language of cataloging eng
Description conventions rda
Transcribing agency DLC
Modifying agency OCLCF
-- OCLCO
-- UKMGB
-- OCLCQ
-- DG1
-- OCLCO
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA273
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/4
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Preferred name for the person Niewiadomska-Bugaj, Magdalena,
Authority record control number http://id.loc.gov/authorities/names/n96000332
Relator term author.
245 10 - TITLE STATEMENT
Title Probability and statistical inference /
Statement of responsibility, etc Magdalena Niewiadomska-Bugaj, Robert Bartoszynski.
250 ## - EDITION STATEMENT
Edition statement Third edition.
264 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Hoboken, NJ :
Name of publisher, distributor, etc Wiley-Interscience,
Date of publication, distribution, etc 2021
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent.
337 ## - MEDIA TYPE
Media type term computer
Media type code c
Source rdamedia.
338 ## - CARRIER TYPE
Carrier type term online resource
Carrier type code cr
Source rdacarrier.
490 1# - SERIES STATEMENT
Series statement Wiley series in probability and statistics.
500 ## - GENERAL NOTE
General note Revised edition of: Probability and statistical inference / Robert Bartoszynski, Magdalena Niewiadomska-Bugaj. 2nd ed. c2008.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and index.
505 0# - CONTENTS
Formatted contents note Table of Contents<br/>Preface to Third Edition xi<br/><br/>Preface to Second Edition xiii<br/><br/>About the Companion Website xvi<br/><br/>1 Experiments, Sample Spaces, and Events 1<br/><br/>1.1 Introduction 1<br/><br/>1.2 Sample Space 2<br/><br/>1.3 Algebra of Events 8<br/><br/>1.4 Infinite Operations on Events 13<br/><br/>2 Probability 21<br/><br/>2.1 Introduction 21<br/><br/>2.2 Probability as a Frequency 21<br/><br/>2.3 Axioms of Probability 22<br/><br/>2.4 Consequences of the Axioms 26<br/><br/>2.5 Classical Probability 30<br/><br/>2.6 Necessity of the Axioms 31<br/><br/>2.7 Subjective Probability 35<br/><br/>3 Counting 39<br/><br/>3.1 Introduction 39<br/><br/>3.2 Product Sets, Orderings, and Permutations 39<br/><br/>3.3 Binomial Coefficients 44<br/><br/>3.4 Multinomial Coefficients 56<br/><br/>4 Conditional Probability, Independence, and Markov Chains 59<br/><br/>4.1 Introduction 59<br/><br/>4.2 Conditional Probability 60<br/><br/>4.3 Partitions; Total Probability Formula 65<br/><br/>4.4 Bayes’ Formula 69<br/><br/>4.5 Independence 74<br/><br/>4.6 Exchangeability; Conditional Independence 80<br/><br/>4.7 Markov Chains* 82<br/><br/>5 Random Variables: Univariate Case 93<br/><br/>5.1 Introduction 93<br/><br/>5.2 Distributions of Random Variables 94<br/><br/>5.3 Discrete and Continuous Random Variables 102<br/><br/>5.4 Functions of Random Variables 112<br/><br/>5.5 Survival and Hazard Functions 118<br/><br/>6 Random Variables: Multivariate Case 123<br/><br/>6.1 Bivariate Distributions 123<br/><br/>6.2 Marginal Distributions; Independence 129<br/><br/>6.3 Conditional Distributions 140<br/><br/>6.4 Bivariate Transformations 147<br/><br/>6.5 Multidimensional Distributions 155<br/><br/>7 Expectation 163<br/><br/>7.1 Introduction 163<br/><br/>7.2 Expected Value 164<br/><br/>7.3 Expectation as an Integral 171<br/><br/>7.4 Properties of Expectation 177<br/><br/>7.5 Moments 184<br/><br/>7.6 Variance 191<br/><br/>7.7 Conditional Expectation 202<br/><br/>7.8 Inequalities 206<br/><br/>8 Selected Families of Distributions 211<br/><br/>8.1 Bernoulli Trials and Related Distributions 211<br/><br/>8.2 Hypergeometric Distribution 223<br/><br/>8.3 Poisson Distribution and Poisson Process 228<br/><br/>8.4 Exponential, Gamma, and Related Distributions 240<br/><br/>8.5 Normal Distribution 246<br/><br/>8.6 Beta Distribution 255<br/><br/>9 Random Samples 259<br/><br/>9.1 Statistics and Sampling Distributions 259<br/><br/>9.2 Distributions Related to Normal 261<br/><br/>9.3 Order Statistics 266<br/><br/>9.4 Generating Random Samples 272<br/><br/>9.5 Convergence 276<br/><br/>9.6 Central Limit Theorem 287<br/><br/>10 Introduction to Statistical Inference 295<br/><br/>10.1 Overview 295<br/><br/>10.2 Basic Models 298<br/><br/>10.3 Sampling 299<br/><br/>10.4 Measurement Scales 305<br/><br/>11 Estimation 309<br/><br/>11.1 Introduction 309<br/><br/>11.2 Consistency 313<br/><br/>11.3 Loss, Risk, and Admissibility 316<br/><br/>11.4 Efficiency 321<br/><br/>11.5 Methods of Obtaining Estimators 328<br/><br/>11.6 Sufficiency 345<br/><br/>11.7 Interval Estimation 359<br/><br/>12 Testing Statistical Hypotheses 373<br/><br/>12.1 Introduction 373<br/><br/>12.2 Intuitive Background 377<br/><br/>12.3 Most Powerful Tests 384<br/><br/>12.4 Uniformly Most Powerful Tests 396<br/><br/>12.5 Unbiased Tests 402<br/><br/>12.6 Generalized Likelihood Ratio Tests 405<br/><br/>12.7 Conditional Tests 412<br/><br/>12.8 Tests and Confidence Intervals 415<br/><br/>12.9 Review of Tests for Normal Distributions 416<br/><br/>12.10 Monte Carlo, Bootstrap, and Permutation Tests 424<br/><br/>13 Linear Models 429<br/><br/>13.1 Introduction 429<br/><br/>13.2 Regression of the First and Second Kind 431<br/><br/>13.3 Distributional Assumptions 436<br/><br/>13.4 Linear Regression in the Normal Case 438<br/><br/>13.5 Testing Linearity 444<br/><br/>13.6 Prediction 447<br/><br/>13.7 Inverse Regression 449<br/><br/>13.8 BLUE 451<br/><br/>13.9 Regression Toward the Mean 453<br/><br/>13.10 Analysis of Variance 455<br/><br/>13.11 One-Way Layout 455<br/><br/>13.12 Two-Way Layout 458<br/><br/>13.13 ANOVA Models with Interaction 461<br/><br/>13.14 Further Extensions 465<br/><br/>14 Rank Methods 467<br/><br/>14.1 Introduction 467<br/><br/>14.2 Glivenko–Cantelli Theorem 468<br/><br/>14.3 Kolmogorov–Smirnov Tests 471<br/><br/>14.4 One-Sample Rank Tests 478<br/><br/>14.5 Two-Sample Rank Tests 484<br/><br/>14.6 Kruskal–Wallis Test 488<br/><br/>15 Analysis of Categorical Data 491<br/><br/>15.1 Introduction 491<br/><br/>15.2 Chi-Square Tests 492<br/><br/>15.3 Homogeneity and Independence 499<br/><br/>15.4 Consistency and Power 504<br/><br/>15.5 2 × 2 Contingency Tables 509<br/><br/>15.6 r × c Contingency Tables 516<br/><br/>16 Basics of Bayesian Statistics 521<br/><br/>16.1 Introduction 521<br/><br/>16.2 Prior and Posterior Distributions 522<br/><br/>16.3 Bayesian Inference 529<br/><br/>16.4 Final Comments 543<br/><br/>Appendix A Supporting R Code 545<br/><br/>Appendix B Statistical Tables 551<br/><br/>Bibliography 555<br/><br/>Answers to Odd-Numbered Problems 559<br/><br/>Index 571
520 ## - SUMMARY, ETC.
Summary, etc "Probability and Statistical Inference, Third Edition is a user-friendly book that stresses the comprehension of concepts instead of the simple acquisition of a skill or tool. It provides a mathematical framework that permits students to carry out various procedures using R. Its unique approach to problems allows readers to integrate the knowledge gained from the text, thus, enhancing a more complete and honest understanding of the topic. The book focuses on the development of intuition and understanding through diversity of experience. New to this edition, in addition to R code, are a chapter on Bayesian statistics, additional concepts introduced, and new and improved problems and mini-projects. The book is intended for upper-level undergraduates or first year graduate students in the in statistics or related disciplines such as mathematics or engineering, where exposure to statistics is needed"--
Assigning source Provided by publisher.
545 0# - BIOGRAPHICAL OR HISTORICAL DATA
Biographical or historical note About the Author<br/>MAGDALENA NIEWIADOMSKA-BUGAJ, PHD, is Professor and Chair of the Statistics Department at Western Michigan University. Dr. Niewiadomska-Bugaj's areas of interest include general statistical methodology, nonparametric statistics, classification, and categorical data analysis. She has published over 50 papers, books, and book chapters in theoretical and applied statistics<br/><br/>The late ROBERT BARTOSZYÑSKI, PHD, was Professor in the Department of Statistics at The Ohio State University. His scientific contributions included research in the theory of stochastic processes and modeling biological phenomena. Throughout his career, Dr Bartoszyñski published books, book chapters, and over 100 journal articles.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Probabilities.
Authority record control number http://id.loc.gov/authorities/subjects/sh85107090.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical statistics.
Authority record control number http://id.loc.gov/authorities/subjects/sh85082133.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Bartoszynski, Robert,
Authority record control number http://id.loc.gov/authorities/names/n78009202
Relator term author.
830 ## - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Wiley series in probability and statistics.
856 ## - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://onlinelibrary.wiley.com/doi/book/10.1002/9781119243830
Link text Full text is available at Wiley Online Library Click here to view
942 ## - ADDED ENTRY ELEMENTS
Source of classification or shelving scheme
Item type EBOOK
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Inventory number Full call number Barcode Date last seen Price effective from Item type
          COLLEGE LIBRARY COLLEGE LIBRARY 2024-10-08 51277 519.54 N559 2021 CL-51277 2024-10-08 2024-10-08 EBOOK