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langid = {english},
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copyright = {{\copyright} 1969 The Authors},
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langid = {english},
timestamp = {2024-06-25T21:08:42Z},
file = {
chernozhukovchetverikovdemirer_etal2018the_econometrics_journal.pdf:/home/at/articles/collection/chernozhukovchetverikovdemirer_etal2018the_econometrics_journal.pdf:application/pdf
},
}
@misc{ahrenshansenschafferwiemann2023,
title = {Ddml: {{Double}}/Debiased Machine Learning in {{Stata}}},
shorttitle = {Ddml},
author = {Ahrens, Achim and Hansen, Christian B. and Schaffer, Mark E. and
Wiemann, Thomas},
year = {2023},
month = sep,
number = {arXiv:2301.09397},
eprint = {2301.09397},
primaryclass = {econ, stat},
publisher = {arXiv},
doi = {10.48550/arXiv.2301.09397},
urldate = {2023-09-28},
archiveprefix = {arXiv},
keywords = {Economics - Econometrics,Statistics - Machine Learning},
timestamp = {2024-06-25T20:55:52Z},
file = {
ahrenshansenschafferwiemann2023.pdf:/home/at/articles/collection/ahrenshansenschafferwiemann2023.pdf:application/pdf
},
}
@misc{ahrenshansenschafferwiemann2024,
title = {Model {{Averaging}} and {{Double Machine Learning}}},
author = {Ahrens, Achim and Hansen, Christian B. and Schaffer, Mark E. and
Wiemann, Thomas},
year = {2024},
month = jan,
number = {arXiv:2401.01645},
eprint = {2401.01645},
primaryclass = {econ, stat},
publisher = {arXiv},
doi = {10.48550/arXiv.2401.01645},
urldate = {2024-06-23},
archiveprefix = {arXiv},
keywords = {Economics - Econometrics,Statistics - Machine Learning},
timestamp = {2024-06-25T20:55:09Z},
file = {
ahrenshansenschafferwiemann2024.pdf:/home/at/articles/collection/ahrenshansenschafferwiemann2024.pdf:application/pdf
},
}
@manual{ahrenshansenschafferwiemann2024a,
type = {Manual},
title = {Ddml: {{Double}}/Debiased Machine Learning},
author = {Ahrens, Achim and Hansen, Christian B and Schaffer, Mark E and
Wiemann, Thomas},
year = {2024},
timestamp = {2024-06-26T18:31:29Z},
}
@book{hastietibshiranifriedman2009,
title = {The Elements of Statistical Learning: Data Mining, Inference, and
Prediction},
shorttitle = {The Elements of Statistical Learning},
author = {Hastie, Trevor and Tibshirani, Robert and Friedman, J. H.},
year = {2009},
series = {Springer Series in Statistics},
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publisher = {Springer},
address = {New York, NY},
isbn = {978-0-387-84857-0 978-0-387-84858-7},
lccn = {Q325.5 .H39 2009},
keywords = {Bioinformatics,Computational intelligence,Data mining,Forecasting,
Inference,Machine learning,Methodology,Statistics},
timestamp = {2024-06-25T21:17:21Z},
}
@article{gelbach2002taer,
title = {Public {{Schooling}} for {{Young Children}} and {{Maternal Labor
Supply}}},
author = {Gelbach, Jonah B.},
year = {2002},
journal = {The American Economic Review},
volume = {92},
number = {1},
eprint = {3083335},
eprinttype = {jstor},
pages = {307--322},
publisher = {American Economic Association},
issn = {00028282},
timestamp = {16.07.14},
}
@article{bachkurzchernozhukovspindlerklaassen2024jss,
title = {{{DoubleML}}: {{An}} Object-Oriented Implementation of Double Machine
Learning in {{R}}},
author = {Bach, Philipp and Kurz, Malte S. and Chernozhukov, Victor and
Spindler, Martin and Klaassen, Sven},
year = {2024},
journal = {Journal of Statistical Software},
volume = {108},
number = {3},
pages = {1--56},
doi = {10.18637/jss.v108.i03},
timestamp = {2024-08-22T15:57:28Z},
}
@article{frolich2007joe,
title = {Nonparametric {{IV}} Estimation of Local Average Treatment Effects
with Covariates},
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langid = {english},
keywords = {Evaluation,Instrumental variables,LATE,Matching,Treatment effect,
Unobserved heterogeneity},
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file = {
frolich2007joe.pdf:/home/at/articles/collection/frolich2007joe.pdf:application/pdf
},
}
@article{tan2006jasa,
title = {A {{Distributional Approach}} for {{Causal Inference Using Propensity
Scores}}},
author = {Tan, Zhiqiang},
year = {2006},
month = dec,
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publisher = {Taylor \& Francis},
doi = {10.1198/016214506000000023},
urldate = {2024-05-29},
copyright = {{\copyright} American Statistical Association},
langid = {english},
timestamp = {2024-05-29T22:26:56Z},
file = {
tan2006jasa.pdf:/home/at/articles/collection/tan2006jasa.pdf:application/pdf
},
}
@article{sloczynskiuysalwooldridge2024job&es,
title = {Abadie's {{Kappa}} and {{Weighting Estimators}} of the {{Local
Average Treatment Effect}}},
author = {S{\l}oczy{\'n}ski, Tymon and Uysal, S. Derya and Wooldridge, Jeffrey
M.},
year = {2024},
month = apr,
journal = {Journal of Business \& Economic Statistics},
pages = {1--14},
issn = {0735-0015, 1537-2707},
doi = {10.1080/07350015.2024.2332763},
urldate = {2024-05-24},
langid = {english},
timestamp = {2024-05-24T21:32:25Z},
file = {
sloczynskiuysalwooldridge2024job&es.pdf:/home/at/articles/collection/sloczynskiuysalwooldridge2024job&es.pdf:application/pdf;sloczynskiuysalwooldridge2024job&es2.pdf:/home/at/articles/collection/sloczynskiuysalwooldridge2024job&es2.pdf:application/pdf
},
}
@article{abadie2003joe,
title = {Semiparametric Instrumental Variable Estimation of Treatment Response
Models},
author = {Abadie, Alberto},
year = {2003},
month = apr,
journal = {Journal of Econometrics},
volume = {113},
number = {2},
pages = {231--263},
issn = {0304-4076},
keywords = {401(k),Compliers,Semiparametric estimation,Treatment effects},
timestamp = {12.04.22},
}
@article{sheatorgovitsky2023os,
title = {Ivmte: {{An R Package}} for {{Extrapolating Instrumental Variable
Estimates Away From Compliers}}*},
shorttitle = {Ivmte},
author = {Shea, Joshua and Torgovitsky, Alexander},
year = {2023},
journal = {Observational Studies},
volume = {9},
number = {2},
pages = {1--42},
publisher = {University of Pennsylvania Press},
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urldate = {2023-03-01},
keywords = {instrumental variables,local average treatment effect,marginal
treatment effects,partial identification},
timestamp = {2024-06-25T20:56:49Z},
file = {
sheatorgovitsky2023os.pdf:/home/at/articles/collection/sheatorgovitsky2023os.pdf:application/pdf
},
}
@article{andresen2018tsj,
title = {Exploring {{Marginal Treatment Effects}}: {{Flexible Estimation Using
Stata}}},
shorttitle = {Exploring {{Marginal Treatment Effects}}},
author = {Andresen, Martin Eckhoff},
year = {2018},
month = mar,
journal = {The Stata Journal: Promoting communications on statistics and Stata
},
volume = {18},
number = {1},
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doi = {10.1177/1536867X1801800108},
urldate = {2023-09-28},
langid = {english},
timestamp = {2024-06-25T20:55:52Z},
file = {
andresen2018tsj.pdf:/home/at/articles/collection/andresen2018tsj.pdf:application/pdf
},
}