@article{econhot_econhot-reading-14, title = {Double/debiased machine learning for treatment and structural parameters}, author = {Victor Chernozhukov and Denis Chetverikov and Mert Demirer and Esther Duflo and Christian Hansen and Whitney Newey and James Robins}, journal = {The Econometrics Journal}, year = {2018}, volume = {21}, number = {1}, pages = {C1-C68}, doi = {10.1111/ectj.12097}, url = {https://doi.org/10.1111/ectj.12097} } @article{econhot_econhot-cited-624b7d28bf1e3707, title = {Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)}, author = {Jerome H. Friedman and Trevor Hastie and Robert John Tibshirani}, journal = {The Annals of Statistics}, year = {2000}, volume = {28}, number = {2}, doi = {10.1214/aos/1016218223}, url = {https://doi.org/10.1214/aos/1016218223} } @article{econhot_econhot-cited-cd4793cbadb238ff, title = {Forecasting with artificial neural networks:}, author = {Guoqiang Zhang and B. Eddy Patuwo and Michael Y. Hu}, journal = {International Journal of Forecasting}, year = {1998}, volume = {14}, number = {1}, pages = {35-62}, doi = {10.1016/s0169-2070(97)00044-7}, url = {https://doi.org/10.1016/s0169-2070(97)00044-7} } @article{econhot_econhot-cited-23521f5b352ec5ec, title = {Estimation and Inference of Heterogeneous Treatment Effects using Random Forests}, author = {Stefan Wager and Susan Carleton Athey}, journal = {Journal of the American Statistical Association}, year = {2017}, volume = {113}, number = {523}, pages = {1228-1242}, doi = {10.1080/01621459.2017.1319839}, url = {https://doi.org/10.1080/01621459.2017.1319839} } @article{econhot_econhot-cited-3a377ec6c2999a7a, title = {Recurrent Neural Networks for Time Series Forecasting: Current status and future directions}, author = {Hansika Hewamalage and Christoph Bergmeir and Kasun Bandara}, journal = {International Journal of Forecasting}, year = {2020}, volume = {37}, number = {1}, pages = {388-427}, doi = {10.1016/j.ijforecast.2020.06.008}, url = {https://doi.org/10.1016/j.ijforecast.2020.06.008} } @article{econhot_econhot-cited-b90834278821c3af, title = {Variable Importance Assessment in Regression: Linear Regression versus Random Forest}, author = {Ulrike Grömping}, journal = {The American Statistician}, year = {2009}, volume = {63}, number = {4}, pages = {308-319}, doi = {10.1198/tast.2009.08199}, url = {https://doi.org/10.1198/tast.2009.08199} }