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Robustness tests for quantitative research:
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Bibliographic Details
Main Authors: Neumayer, Eric 1970- (Author), Plümper, Thomas 1964- (Author)
Format: Book
Language:English
Published: Cambridge Cambridge University Press 2017
Series:Methodological tools in the social sciences
Subjects:
Robuste Statistik
Methode
Sozialwissenschaften
Links:http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029888155&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029888155&sequence=000002&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:xiv, 254 Seiten Diagramme
ISBN:9781108401388
9781108415392
Staff View

MARC

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Record in the Search Index

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adam_text Contents List of Figures page vi List of Tables vii List of Robustness Tests viii Acknowledgments xiii 1. Introduction 1 Robustness - A Conceptual Framework 9 2. Causal Complexity and the Limits to Inferential Validity 11 3. The Logic of Robustness Testing 23 4. The Concept of Robustness 34 5. A Typology of Robustness Tests 52 6. Alternatives to Robustness Testing? 67 Robustness Tests and the Dimensions of Model Uncertainty 83 7. Population and Sample 85 8. Concept Validity and Measurement 110 9. Explanatory and Omitted Variables 130 10. Functional Forms Beyond Default 144 11. Causal Heterogeneity and Context Conditionality 157 12. Structural Change as Temporal Heterogeneity 176 13. Effect Dynamics 190 14. Spatial Correlation and Dependence 211 15. Conclusion 229 References 232 Index 252 Robustness Tests for Quantitative Research The uncertainty researchers face in specifying their estimation models threa- tens the validity of their inferences. In regression analyses of observational data the “true model” remains unknown and researchers face a choice between plausible alternative specifications. Robustness testing allows researchers to explore the stability of their main estimates to plausible variations in model specifications. This highly accessible book presents the logic of robustness testing, provides an operational definition of robustness that can be applied in all quantitative research and introduces readers to diverse types of robustness tests. Focusing on each dimension of model uncertainty in separate chapters, the authors provide a systematic overview of existing tests and develop many new ones. Whether it be uncertainty about the population or sample, measurement, the set of explanatory variables and their functional form, causal or temporal heterogeneity, effect dynamics or spatial dependence, this book provides guidance and offers tests that researchers from across the social sciences can employ in their own research.
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series2 Methodological tools in the social sciences
spellingShingle Neumayer, Eric 1970-
Plümper, Thomas 1964-
Robustness tests for quantitative research
Robuste Statistik (DE-588)4451047-0 gnd
Methode (DE-588)4038971-6 gnd
Sozialwissenschaften (DE-588)4055916-6 gnd
subject_GND (DE-588)4451047-0
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title Robustness tests for quantitative research
title_auth Robustness tests for quantitative research
title_exact_search Robustness tests for quantitative research
title_full Robustness tests for quantitative research Eric Neumayer (London School of Economics and Political Science), Thomas Plümper (Vienna University of Economics and Business)
title_fullStr Robustness tests for quantitative research Eric Neumayer (London School of Economics and Political Science), Thomas Plümper (Vienna University of Economics and Business)
title_full_unstemmed Robustness tests for quantitative research Eric Neumayer (London School of Economics and Political Science), Thomas Plümper (Vienna University of Economics and Business)
title_short Robustness tests for quantitative research
title_sort robustness tests for quantitative research
topic Robuste Statistik (DE-588)4451047-0 gnd
Methode (DE-588)4038971-6 gnd
Sozialwissenschaften (DE-588)4055916-6 gnd
topic_facet Robuste Statistik
Methode
Sozialwissenschaften
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