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portada The Fragility of Sensitivity Analysis: An Encompassing Perspective
Type
Physical Book
Language
Inglés
Pages
24
Format
Paperback
Dimensions
28.0 x 21.6 x 0.1 cm
Weight
0.08 kg.
ISBN13
9781503287167

The Fragility of Sensitivity Analysis: An Encompassing Perspective

Board of Governors of the Federal Reserv (Author) · Createspace Independent Publishing Platform · Paperback

The Fragility of Sensitivity Analysis: An Encompassing Perspective - Board of Governors of the Federal Reserv

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Synopsis "The Fragility of Sensitivity Analysis: An Encompassing Perspective"

Robustness and fragility in Leamer's sense are defined with respect to a particular coefficient over a class of models. This paper shows that inclusion of the data generation process in that class of models is neither necessary nor sufficient for robustness. This result holds even if the properly specified model has well-determined, statistically significant coefficients. The encompassing principle explains how this result can occur. Encompassing also provides a link to a more common-sense notion of robustness, which is still a desirable property empirically; and encompassing clarifies recent discussion on model averaging and the pooling of forecasts.

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