Similar Search Results

A Compendium to Ensure Computational Reproducibility in High-Dimensional Classification Tasks

Ruschhaupt, Markus; Huber, Wolfgang; Poustka, Annemarie; … - In: Statistical Applications in Genetics and Molecular Biology 3 (2007) 1, pp. 37-37

microarray gene expression profiles. A compendium is an interactive document that bundles primary data, statistical processing … microarray data set that first has been studied by Huang et al. (2003). …

Persistent link: https://www.econbiz.de/10005246451

Program evaluation with high-dimensional data

Belloni, Alexandre; Chernozhukov, Victor; … - 2015

In this paper, we provide efficient estimators and honest confidence bands for a variety of treatment effects including local average (LATE) and local quantile treatment effects (LQTE) in data-rich environments. We can handle very many control variables, endogenous receipt of treatment,...

Persistent link: https://www.econbiz.de/10011445754

A new machine learning-based treatment bite for long run minimum wage evaluations

Börschlein, Benjamin; Bossler, Mario - 2021

selection in an empirical evaluation of long run effects of the minimum wage. Our LASSO predicted bites show clear improvements …

Persistent link: https://www.econbiz.de/10012623187

Program evaluation with high-dimensional data

Belloni, Alexandre; Chernozhukov, Victor; … - 2015 - This version: September 20, 2015

Persistent link: https://www.econbiz.de/10011337681

Forecasting realized volatility using machine learning and mixed-frequency data (the case of the Russian stock market)

Pyrlik, Vladimir; Elizarov, Pavel; Leonova, Aleksandra - 2021

Persistent link: https://www.econbiz.de/10013163805

Predicting intraday cryptocurrency returns - A sparse signals approach

Lalwani, Vaibhav; Meshram, Vedprakash - In: The journal of prediction markets 15 (2021) 1, pp. 3-9

Persistent link: https://www.econbiz.de/10012803496

Personalized dynamic pricing with machine learning : high-dimensional features and heterogeneous elasticity

Ban, Gah-Yi; Keskin, N. Bora - In: Management science : journal of the Institute for … 67 (2021) 9, pp. 5549-5568

Persistent link: https://www.econbiz.de/10012650116

Predicting sovereign credit ratings for portfolio stress testing

Campino, Jonas de Oliveira; Galizia, Frederico; … - In: Journal of risk management in financial institutions 14 (2020/2021) 3, pp. 229-241

Persistent link: https://www.econbiz.de/10012650468

Machine learning in international trade research : evaluating the impact of trade agreements

Breinlich, Holger; Corradi, Valentina; Rocha, Nadia; … - 2021

Persistent link: https://www.econbiz.de/10012581888

A cross-sectional machine learning approach for hedge fund return prediction and selection

Wu, Wenbo; Chen, Jiaqi; Yang, Zhibin; Tindall, Michael L. - In: Management science : journal of the Institute for … 67 (2021) 7, pp. 4577-4601

Persistent link: https://www.econbiz.de/10012624639