Fundamentals of regression modeling / (Record no. 424051)

000 -LEADER
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001 - CONTROL NUMBER
control field 137768
003 - CONTROL NUMBER IDENTIFIER
control field ISI Library, Kolkata
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20170821120429.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 130123s2013 enka b 000 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781446208281 (hbk : 4 vol. set)
040 ## - CATALOGING SOURCE
Original cataloging agency ISI Library
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 000SB:300
Edition number 23
Item number B114
245 00 - TITLE STATEMENT
Title Fundamentals of regression modeling /
Statement of responsibility, etc [edited by] Salvatore Babones.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Los Angeles :
Name of publisher, distributor, etc SAGE,
Date of publication, distribution, etc 2013.
300 ## - PHYSICAL DESCRIPTION
Extent 4 volumes :
Other physical details illustrations ;
Dimensions 24 cm.
490 0# - SERIES STATEMENT
Series statement Sage benchmarks in social research methods
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Machine generated contents note: Volume I --
1. Regression Fundamentals for the Social Sciences / Salvatore Babones --
1. The Meaning of p-Values --
2. The Nonutility of Significance Tests: The Significance of Tests of Significance Reconsidered / Sanford Labovitz --
3. Mindless Statistics / Gerd Gigerenzer --
4. Confusion over Measures of Evidence (p's) versus Errors ([alpha]'s) in Classical Statistical Testing / M.J. Bayarri --
5. Why We Don't Really Know What Statistical Significance Means: Implications for Educators / J. Scott Armstrong --
6. Researchers Should Make Thoughtful Assessments Instead of Null-Hypothesis Significance Tests / Fiona Fidler --
2. Control Variables --
7. Explaining Interstate Conflict and War: What Should Be Controlled For? / James Lee Ray --
8. The Phantom Menace: Omitted Variable Bias in Econometric Research / Kevin A. Clarke --
9. Beyond Baron and Kenny: Statistical Mediation Analysis in the New Millennium / Andrew F. Hayes. Contents note continued: 10. Equivalence of the Mediation, Confounding and Suppression Effect / Chondra M. Lockwood --
11. Statistical Usage in Sociology: Sacred Cows and Ritual / Sanford Labovitz --
12. Stepwise Regression in Social and Psychological Research / Daniel R. Denison --
13. Return of the Phantom Menace: Omitted Variable Bias in Political Research / Kevin A. Clarke --
14. Stepwise Regression: A Caution / Michael S. Lewis-Beck --
Volume II --
3. Outliers and Influential Points --
15. Teaching about Influence in Simple Regression / Frederick O. Lorenz --
16. Regression Diagnostics: An Expository Treatment of Outliers and Influential Cases / Robert W. Jackman --
17.A Survey of Outlier Detection Methodologies / Jim Austin --
18. Practitioners' Corner: Beware of `Good' Outliers and Overoptimistic Conclusions / Vincenzo Verardi --
19. Some Observations on Measurement and Statistics / Sanford Labovitz --
4. Multicolinearity and Variance Inflation. Contents note continued: 20. Issues in Multiple Regression / Robert A. Gordon --
21.A Caution Regarding Rules of Thumb for Variance Inflation Factors / Robert M. O'Brien --
22. What to Do (and Not Do) with Multicollinearity in State Politics Research / Gregory A. Huber --
23. On the Misconception of Multicollinearity in Detection of Moderating Effects: Multicollinearity Is Not Always Detrimental / Gwowen Shieh --
24. Correlated Independent Variables: The Problem of Multicollinearity / H.M. Blalock Jr --
5. Sample Selection Biases --
25. Modeling Selection Effects / David A. Freedman --
26. An Introduction to Sample Selection Bias in Sociological Data / Richard A. Berk --
27. Models for Sample Selection Bias / Robert D. Mare --
28. Sample Selection Bias as a Specification Error / James J. Heckman --
29. How the Cases You Choose Affect the Answers You Get: Selection Bias in Comparative Politics / Barbara Geddes. Contents note continued: 30. When Less Is More: Selection Problems in Large-N and Small-N Cross-National Comparisons / Bernhard Ebbinghaus --
Volume III --
6. Imputation Techniques --
31. The Treatment of Missing Data / David C. Howell --
32.A Primer on Maximum Likelihood Algorithms Available for Use with Missing Data / Craig K. Enders --
33. What to Do about Missing Values in Time-Series Cross-Section Data / Gary King --
34. Multiple Imputation for Missing Data: A Cautionary Tale / Paul D. Allison --
35. Multiple Imputation for Missing Data: Making the Most of What You Know / Jonathon N. Cummings --
36. Imputation of Missing Item Responses: Some Simple Techniques / Mark Huisman --
37. Analyzing Incomplete Political Science Data: An Alternative Algorithm for Multiple Imputation / Kenneth Scheve --
38. An Empirical Evaluation of the Predictive Mean Matching Method for Imputing Missing Values / Carl F. Pieper --
7. Interaction Models. Contents note continued: 39. Testing for Interaction in Multiple Regression / Paul D. Allison --
40. Understanding Interaction Models: Improving Empirical Analyses / Matt Golder --
41. Product-Variable Models of Interaction Effects and Causal Mechanisms / Lowell L. Hargens --
42. Limitations of Centering for Interactive Models / Richard L. Tate --
43. Decreasing Multicollinearity: A Method for Models with Multiplicative Functions / M.S. Sasaki --
44. Some Common Myths about Centering Predictor Variables in Moderated Multiple Regression and Polynomial Regression / Michael J. Zickar --
8. Longitudinal Models --
45.A General Panel Model with Random and Fixed Effects: A Structural Equations Approach / Jennie E. Brand --
46.A Lot More to Do: The Sensitivity of Time-Series Cross-Section Analyses to Simple Alternative Specifications / Daniel M. Butler --
47. Panel Models in Sociological Research: Theory Into Practice / Charles N. Halaby. Contents note continued: 48. Dynamic Models for Dynamic Theories: The Ins and Outs of Lagged Dependent Variables / Nathan J. Kelly --
49. Using Panel Data to Estimate the Effects of Events / Paul D. Allison --
Volume IV --
9. Instrumental Variable Models --
50. Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments / Alan B. Krueger --
51. Improving Causal Inference: Strengths and Limitations of Natural Experiments / Thad Dunning --
52. Instrumental Variables Estimation in Political Science: A Readers' Guide / Donald P. Green --
53. Instrumental Variables in Sociology and the Social Sciences / Kenneth A. Bollen --
54. Problems with Instrumental Variables Estimation When the Correlation between the Instruments and the Endogenous Explanatory Variable Is Weak / Regina M. Baker --
10. Structural Models --
55. Practical Issues in Structural Modeling / Chih-Ping Chou --
56. As Others See Us: A Case Study in Path Analysis / D.A. Freedman. Contents note continued: 57. Causation Issues in Structural Equation Modeling Research / Stanley A. Mulaik --
58. Structural Equation Modeling in Practice: A Review and Recommended Two-Step Approach / David W. Gerbing --
59. Structural Equation Models in the Social and Behavioral Sciences: Model Building / James G. Anderson --
11. Causality --
60. Statistical Models for Causation / David A. Freedman --
61. Structural Equations and Causal Explanations: Some Challenges for Causal SEM / Keith A. Markus --
62. The Estimation of Causal Effects from Observational Data / Stephen L. Morgan --
63. Statistical Models for Causation: What Inferential Leverage Do They Provide / David A. Freedman --
64. The Foundations of Causal Inference / Judea Pearl.
520 ## - SUMMARY, ETC.
Summary, etc This new four-volume major work presents a collection of landmark studies on the topic of regression modeling, identifying the most important, fundamental articles out of thousands of relevant contributions.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences
General subdivision Statistical methods.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Regression analysis.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social sciences
General subdivision Research
-- Statistical methods.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistics.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Babones, Salvatore,
Relator term editor
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Books
Holdings
Lost status Not for loan Permanent Location Current Location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Volume No. Koha item type Original Price
    ISI Library, Kolkata ISI Library, Kolkata 2017-08-14 149 49133.52 000SB:300 B114 137768 V1 Books  
    ISI Library, Kolkata ISI Library, Kolkata 2017-08-14     000SB:300 B114 137769 V2 Books Set Price = Rs. 49133.52
    ISI Library, Kolkata ISI Library, Kolkata 2017-08-14     000SB:300 B114 137770 V3 Books Set Price = Rs. 49133.52
    ISI Library, Kolkata ISI Library, Kolkata 2017-08-14     000SB:300 B114 137771 V4 Books Set Price = Rs. 49133.52
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