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reidjohnson committed Sep 11, 2023
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75 changes: 48 additions & 27 deletions paper/paper.bib
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@@ -1,13 +1,16 @@
@article{althoff2023conform,
@thesis{althoff2023conform,
title={Conform With the Wind},
author={Althoff, Simon},
year={2023}
school={Lund University},
year={2023},
type={Master's Thesis}
}

@article{athey2019generalized,
title={Generalized random forests},
author={Athey, Susan and Tibshirani, Julie and Wager, Stefan},
year={2019}
year={2019},
doi={10.1214/18-aos1709}
}

@article{behnel2010cython,
Expand All @@ -18,7 +21,8 @@ @article{behnel2010cython
number={2},
pages={31--39},
year={2010},
publisher={IEEE}
publisher={IEEE},
doi={10.1109/mcse.2010.118}
}

@article{biau2016random,
Expand All @@ -28,7 +32,8 @@ @article{biau2016random
volume={25},
pages={197--227},
year={2016},
publisher={Springer}
publisher={Springer},
doi={10.1007/s11749-016-0481-7}
}

@article{breiman2001random,
Expand All @@ -38,7 +43,8 @@ @article{breiman2001random
volume={45},
pages={5--32},
year={2001},
publisher={Springer}
publisher={Springer},
doi={10.1023/A:1010933404324}
}

@article{cordoba2021spatially,
Expand All @@ -48,7 +54,8 @@ @article{cordoba2021spatially
volume={289},
pages={112509},
year={2021},
publisher={Elsevier}
publisher={Elsevier},
doi={10.1016/j.jenvman.2021.112509}
}

@article{dean2022quantile,
Expand All @@ -59,7 +66,8 @@ @article{dean2022quantile
number={4},
pages={682--709},
year={2022},
publisher={Springer}
publisher={Springer},
doi={10.1007/s10729-022-09609-0}
}

@article{fang2018quantile,
Expand All @@ -70,18 +78,19 @@ @article{fang2018quantile
number={10},
pages={e0205155},
year={2018},
publisher={Public Library of Science San Francisco, CA USA}
doi={10.1371/journal.pone.0205155}
}

@article{francke2008estimation,
title={Estimation of suspended sediment concentration and yield using linear models, random forests and quantile regression forests},
author={Francke, T and L{\'o}pez-Taraz{\'o}n, JA and Schr{\"o}der, B},
journal={Hydrological Processes: An International Journal},
journal={Hydrological Processes},
volume={22},
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year={2008},
publisher={Wiley Online Library}
publisher={Wiley Online Library},
doi={10.1002/hyp.7110}
}

@article{gyamerah2020long,
Expand All @@ -91,7 +100,8 @@ @article{gyamerah2020long
volume={2020},
pages={1--11},
year={2020},
publisher={Hindawi Limited}
publisher={Hindawi},
doi={10.1155/2020/1972962}
}

@article{hengl2018random,
Expand All @@ -101,33 +111,38 @@ @article{hengl2018random
volume={6},
pages={e5518},
year={2018},
publisher={PeerJ Inc.}
publisher={PeerJ},
doi={10.7717/peerj.5518}
}

@book{koenker2005quantile,
title={Quantile regression},
author={Koenker, Roger},
volume={38},
year={2005},
publisher={Cambridge university press}
series={Econometric Society Monographs},
publisher={Cambridge University Press},
doi={10.1017/CBO9780511754098}
}

@article{kramer2016scikit,
title={Scikit-learn},
author={Kramer, Oliver and Kramer, Oliver},
author={Kramer, Oliver},
journal={Machine Learning for Evolution Strategies},
pages={45--53},
year={2016},
publisher={Springer}
publisher={Springer},
doi={10.1007/978-3-319-33383-0_5}
}

@article{meinshausen2006quantile,
title={Quantile regression forests},
author={Meinshausen, Nicolai and Ridgeway, Greg},
author={Meinshausen, Nicolai},
journal={Journal of Machine Learning Research},
volume={7},
number={6},
year={2006}
number={35},
pages={983--999},
year={2006},
url={http://jmlr.org/papers/v7/meinshausen06a.html}
}

@article{molinder2020probabilistic,
Expand All @@ -138,7 +153,8 @@ @article{molinder2020probabilistic
number={1},
pages={158},
year={2020},
publisher={MDPI}
publisher={MDPI},
doi={10.3390/en14010158}
}

@article{petropoulos2022forecasting,
Expand All @@ -149,10 +165,11 @@ @article{petropoulos2022forecasting
number={3},
pages={705--871},
year={2022},
publisher={Elsevier}
publisher={Elsevier},
doi={10.1016/j.ijforecast.2021.11.001}
}

@mastersthesis{Prinzhorn2023,
@thesis{Prinzhorn2023,
author={Derck Walther Eward Prinzhorn},
title={Benchmarking conformal prediction methods for time series regression},
school={University of Amsterdam},
Expand All @@ -167,10 +184,12 @@ @misc{quantregforest2017
url={https://cran.r-project.org/web/packages/quantregForest/index.html}
}

@article{saporta2023statistical,
@thesis{saporta2023statistical,
title={Statistical tools for causal inference and forensic science},
author={Saporta, Jason},
year={2023}
year={2023},
school={Iowa State University},
type={PhD Thesis}
}

@article{wager2018estimation,
Expand All @@ -181,7 +200,8 @@ @article{wager2018estimation
number={523},
pages={1228--1242},
year={2018},
publisher={Taylor \& Francis}
publisher={Taylor \& Francis},
doi={10.1080/01621459.2017.1319839}
}

@article{zhang2018parallel,
Expand All @@ -191,5 +211,6 @@ @article{zhang2018parallel
volume={160},
pages={810--819},
year={2018},
publisher={Elsevier}
publisher={Elsevier},
doi={10.1016/j.energy.2018.07.019}
}

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