MARC details
| 000 -LEADER |
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| fixed length control field |
01397nam a2200361 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
34328 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
BD-DhAAL |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20211110164952.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
190321t2019 flua b 001 0 eng |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2018009541 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781138035119 (hardback : alk. paper) |
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| International Standard Book Number |
1138035114 (hardback : alk. paper) |
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| Cancelled/invalid ISBN |
9781315269405 (e-book) |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
DLC |
| Language of cataloging |
eng |
| Transcribing agency |
DLC |
| Description conventions |
rda |
| Modifying agency |
DLC |
| -- |
BD-DhAAL |
| 042 ## - AUTHENTICATION CODE |
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| Authentication code |
pcc |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA279.5 |
| Item number |
.F46 2019 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.542 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Fenton, Norman E., |
| Dates associated with a name |
1956- |
| Relator term |
author. |
| 9 (RLIN) |
30348 |
| 245 10 - TITLE STATEMENT |
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| Title |
Risk assessment and decision analysis with bayesian networks / |
| Statement of responsibility, etc |
Norman Fenton and Martin Neil. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
Second edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Boca Raton, FL : |
| Name of publisher, distributor, etc |
CRC Press, Taylor & Francis Group, |
| Date of publication, distribution, etc |
c2019 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xxi, 637 pages : |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm. |
| 500 ## - GENERAL NOTE |
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| General note |
"A Chapman & Hall book." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references and index. |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
Cover; Half Title; Title Page; Copyright Page; Dedication; Contents; Foreword; Preface; Acknowledgments; Authors; Chapter 1: Introduction; Chapter 2: Debunking Bad Statistics; 2.1 Predicting Economic Growth: The Normal Distribution and Its Limitations; 2.2 Patterns and Randomness: From School League Tables to Siegfried and Roy; 2.3 Dubious Relationships: Why You Should Be Very Wary of Correlations and Their Significance Values; 2.4 Spurious Correlations: How You Can Always Find a Silly "Cause" of Exam Success; 2.5 The Danger of Regression: Looking Back When You Need to Look Forward 2.6 The Danger of Averages2.6.1 What Type of Average?; 2.6.2 When Averages Alone Will Never Be Sufficient for Decision Making; 2.7 When Simpson's Paradox Becomes More Worrisome; 2.8 How We Measure Risk Can Dramatically Change Our Perception of Risk; 2.9 Why Relying on Data Alone Is Insufficient for Risk Assessment; 2.10 Uncertain Information and Incomplete Information: Do Not Assume They Are Different; 2.11 Do Not Trust Anybody (Even Experts) to Properly Reason about Probabilities; 2.12 Chapter Summary; Further Reading; Chapter 3: The Need for Causal, Explanatory Models in Risk Assessment 3.1 Introduction3.2 Are You More Likely to Die in an Automobile Crash When the Weather Is Good Compared to Bad?; 3.3 When Ideology and Causation Collide; 3.4 The Limitations of Common Approaches to Risk Assessment; 3.4.1 Measuring Armageddon and Other Risks; 3.4.2 Risks and Opportunities; 3.4.3 Risk Registers and Heat Maps; 3.5 Thinking about Risk Using Causal Analysis; 3.6 Applying the Causal Framework to Armageddon; 3.7 Decisions and Utilities; 3.8 Summary; Further Reading; Chapter 4: Measuring Uncertainty: The Inevitability of Subjectivity; 4.1 Introduction 4.2 Experiments, Outcomes, and Events4.2.1 Multiple Experiments; 4.2.2 Joint Experiments; 4.2.3 Joint Events and Marginalization; 4.3 Frequentist versus Subjective View of Uncertainty; 4.4 Summary; Further Reading; Chapter 5: The Basics of Probability; 5.1 Introduction; 5.2 Some Observations Leading to Axioms and Theorems of Probability; 5.3 Probability Distributions; 5.3.1 Probability Distributions with Infinite Outcomes; 5.3.2 Joint Probability Distributions and Probability of Marginalized Events; 5.3.3 Dealing with More than Two Variables; 5.4 Independent Events and Conditional Probability 5.5 Binomial Distribution5.6 Using Simple Probability Theory to Solve Earlier Problems and Explain Widespread Misunderstandings; 5.6.1 The Birthday Problem; 5.6.2 The Monty Hall Problem; 5.6.3 When Incredible Events Are Really Mundane; 5.6.4 When Mundane Events Really Are Quite Incredible; 5.7 Summary; Further Reading; Chapter 6: Bayes' Theorem and Conditional Probability; 6.1 Introduction; 6.2 All Probabilities Are Conditional; 6.3 Bayes' Theorem; 6.4 Using Bayes' Theorem to Debunk Some Probability Fallacies; 6.4.1 Traditional Statistical Hypothesis Testing |
| 526 ## - STUDY PROGRAM INFORMATION NOTE |
|---|
| Program name |
CSE |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Bayesian statistical decision theory. |
| 9 (RLIN) |
30349 |
|
|---|
| Topical term or geographic name as entry element |
Decision making. |
| 9 (RLIN) |
30350 |
|
|---|
| Topical term or geographic name as entry element |
Risk management. |
| 9 (RLIN) |
30351 |
|
|---|
| Topical term or geographic name as entry element |
Computer science. |
| 9 (RLIN) |
42496 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Neil, Martin |
| Fuller form of name |
(Martin D.), |
| Relator term |
author. |
| 9 (RLIN) |
30352 |
| 852 ## - LOCATION/CALL NUMBER |
|---|
| Location |
Ayesha Abed Library |
| Shelving location |
General Stacks |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Item type |
Book |
