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130423s2013 ne | s |||| 0|eng d |
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|a 9789400760943
|9 978-94-007-6094-3
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|a 10.1007/978-94-007-6094-3
|2 doi
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|a HM401-1281
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|a JHB
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|a SOC026000
|2 bisacsh
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|a 301
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|a Morgan, Stephen L.
|e editor.
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|a Handbook of Causal Analysis for Social Research
|c edited by Stephen L. Morgan.
|h [electronic resource] /
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| 264 |
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|a Dordrecht :
|b Springer Netherlands :
|b Imprint: Springer,
|c 2013.
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| 300 |
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|a XI, 424 p. 63 illus.
|b online resource.
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a text file
|b PDF
|2 rda
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| 490 |
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|a Handbooks of Sociology and Social Research,
|x 1389-6903
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|a Preface -- Chapter 1. Introduction; Stephen L. Morgan -- Part I. Background�and Approaches to Analysis -- Chapter�2. A History of Causal Analysis in the Social Sciences; Sondra N. Barringer, Erin Leahey and Scott R. Eliason -- Chapter 3. Types of Causes; Jeremy Freese and J. Alex Kevern -- Part II. Design and Modeling Choices -- Chapter 4. Research Design:�Toward a Realistic Role for Causal Analysis;�Herbert L.�Smith -- Chapter�5. Causal Models and Counterfactuals; James Mahoney, Gary Goertz and Charles C. Ragin -- Chapter 6. Mixed Models and Counterfactuals; David J. Harding and Kristin S. Seefeldt -- Part III. Beyond Conventional Regression Models -- Chapter 7.�Fixed Effects, Random Effects, and Hybrid Models for Causal Analysis; Glenn�Firebaugh, Cody Warner, and Michael Massoglia -- Chapter 8. Heteroscedastic Regression Models for the Systematic Analysis of Residual Variance; Hui Zheng, Yang Yang and Kenneth C. Land -- Chapter 9. Group Differences in Generalized Linear Models; Tim F. Liao -- Chapter 10. Counterfactual Causal Analysis and Non-Linear Probability Models; Richard Breen and Kristian Bernt Karlson -- Chapter 11. Causal Effect Heterogeneity; Jennie E. Brand and Juli Simon Thomas -- Chapter12. New Perspectives on Causal Mediation Analysis; Xiaolu Wang and Michael E. Sobel -- Part IV. Systems and Causal Relationships -- Chapter 13. Graphical Causal Models; Felix Elwert -- Chapter 14. The Causal Implications of� Mechanistic Thinking: Identification Using Directed Acyclic Graphs (DAGs); Carly R. Knight and Christopher Winship -- Chapter 15. Eight Myths about Causality and Structural Equation�Models; Kenneth A. Bollen and Judea Pearl -- Part V. Influence and Interference -- Chapter 16. Heterogeneous Agents, Social Interactions, and Causal Inference; Guanglei Hong and Stephen W. Raudenbush -- Chapter 17. Social Networks and Causal Inference; Tyler J. VanderWeele and Weihua An -- Part VI.�Retreat From Effect Identification -- Chapter 18. Partial Identification and Sensitivity Analysis; Markus Gangl -- Chapter 19. What You can Learn from Wrong Causal Models; Richard Berk, Lawrence Brown, Edward George, Emil Pitkin, Mikhail Traskin, Kai Zhang and Linda Zhao.
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|a What constitutes a causal explanation, and must an explanation be causal?�What warrants a causal inference, as opposed to a descriptive regularity?�What techniques are available to detect when causal effects are present, and when can these techniques be used to identify the relative importance of these effects?�What complications do the interactions of individuals create for these techniques?�When can mixed methods of analysis be used to deepen causal accounts?�Must causal claims include generative mechanisms, and how effective are empirical methods designed to discover them?�The Handbook of Causal Anlaysis for Social Research tackles these questions with nineteen chapters from leading scholars in sociology, statistics, public health, computer science, and human development.��
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| 650 |
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|a Social sciences.
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|a Statistics.
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|a Social sciences
|x Methodology.
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|a Social Sciences.
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|a Sociology, general.
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| 650 |
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|a Methodology of the Social Sciences.
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| 650 |
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|a Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.
|
| 710 |
2 |
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|a SpringerLink (Online service)
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| 773 |
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|t Springer eBooks
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| 776 |
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8 |
|i Printed edition:
|z 9789400760936
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| 830 |
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|a Handbooks of Sociology and Social Research,
|x 1389-6903
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| 856 |
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|u https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-94-007-6094-3
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| 912 |
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|a ZDB-2-SHU
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| 950 |
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|a Humanities, Social Sciences and Law (Springer-11648)
|