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Using matching, instrumental variables and control functions to estimate economic choice models

Heckman, James J.; Navarro, Salvador - 2003 - Final draft January, 2003

of selection) in matching, instrumental variable and control functions methods. (2) It contrasts the roles of exclusion … restrictions in matching and selection models. (3) It characterizes the sensivity of matching to the choice of conditioning …. (4) It demonstrates the problem of choosing the conditioning variables in matching and the failure of conventional model …

Persistent link: https://www.econbiz.de/10011572173

Using matching, instrumental variables, and control functions to estimate economic choice models

Heckman, James J.; Navarro-Lozano, Salvador - In: The review of economics and statistics 86 (2004) 1, pp. 30-57

Persistent link: https://www.econbiz.de/10002017287

A martingale representation for matching estimators

Abadie, Alberto; Imbens, Guido - 2009

matching estimators. As an illustration of the applicability of the theory, we derive the asymptotic distribution of a matching …Matching estimators are widely used in statistical data analysis. However, the distribution of matching estimators has … matching estimators. This representation allows the use of martingale limit theorems to derive the asymptotic distribution of …

Persistent link: https://www.econbiz.de/10003826104

Using matching, instrumental variables and control functions to estimate economic choice models

Heckman, James J. (contributor); … - 2003 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10001752094

Using matching, instrumental variables and control functions to estimate economic choice models

Heckman, James J.; Navarro, Salvador - 2003

Persistent link: https://www.econbiz.de/10001738733

Testing for parameter stability in executive remuneration functions

Braunstein, Andrew W. - In: Studies in economic analysis 14 (1993) 2, pp. 54-73

Persistent link: https://www.econbiz.de/10001144858

Testing for parameter stability in executive remuneration functions

Braunstein, Andrew W. - In: Best papers proceedings 2 (1992) 1, pp. 48-52

Persistent link: https://www.econbiz.de/10001123213

Estimating Suicide Occurrence Statistics Using Google Trends

Kristoufek, Ladislav - 2017

Data on the number of people who have committed suicide tends to be reported with a substantial time lag of around two years. We examine whether online activity measured by Google searches can help us improve estimates of the number of suicide occurrences in England before official figures are...

Persistent link: https://www.econbiz.de/10012963462

Using large samples in econometrics

MacKinnon, James G. - 2021

As I document using evidence from a journal data repository that I manage, the datasets used in empirical work are getting larger. When we use very large datasets, it can be dangerous to rely on standard methods for statistical inference. In addition, we need to worry about computational issues....

Persistent link: https://www.econbiz.de/10012815681

Statistical Inference

Zuev, Konstantin - 2018

What is Statistics? Opinions vary. In fact, there is a continuous spectrum of attitudes toward statistics ranging from pure theoreticians, proving asymptotic efficiency and searching for most powerful tests, to wild practitioners, blindly reporting p-values and claiming statistical significance...

Persistent link: https://www.econbiz.de/10012927199

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