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portada Robustness Tests For Quantitative Research
Type
Physical Book
Publisher
Author
Language
English
Pages
268
Format
Hardcover
ISBN13
9781108415392
Categories

Robustness Tests For Quantitative Research

Eric Neumayer,Thomas Plumper (Author) · CAMBRIDGE UNIV PR · Hardcover

Robustness Tests For Quantitative Research - Eric Neumayer,Thomas plumper

New Book Imported to Netherlands
Delivery: 20 Aug - 26 Aug Shipping: 11 to 14 business days.
88,98 €
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Synopsis "Robustness Tests For Quantitative Research "

The uncertainty that researchers face in specifying their estimation model threatens 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, or 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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