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Economic Applications of Quantile Regression

Fitzenberger, Bernd - 2002

Quantile regression has emerged as an essential statistical tool of contemporary empirical economics and biostatistics. Complementing classical least squares regression methods which are designed to estimate conditional mean models, quantile regression provides an ensemble of techniques for...

Persistent link: https://www.econbiz.de/10013520166

Demand estimation with machine learning and model combination

Bajari, Patrick L.; Nekipelov, Denis N.; Ryan, Stephen; … - 2015

Persistent link: https://www.econbiz.de/10010496176

Quasi-experimental methods in empirical regional science and policy analysis : is there a scope for application?

Mitze, Timo; Paloyo, Alfredo R.; Alecke, Björn - 2012

revolution has yet to fully propagate to the field of regional science. We examine the scope for application of the matching … the matching approach is very appealing due to its methodological rigor and didactical clarity, we faced difficulties in … structural characteristics. Thus, results have to be interpreted with some caution. The matching approach nevertheless can be of …