Robustness Tests For Quantitative Research
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Type: BOOK - Published: 2017-08-17 - Publisher: Cambridge University Press
This highly accessible book presents robustness testing as the methodology for conducting quantitative analyses in the presence of model uncertainty.
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The uncertainty that researchers face in specifying their estimation model threatens the validity of their inferences. In regression analyses of observational d
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An introduction to robust estimation; The robustness of residual displays; Robust smoothing; Robust pitman-like estimators; Robust estimation in the presence of