cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30087163
title: Policy Learning with Distributional Welfare

description: In this article, we explore optimal treatment allocation policies that target distributional welfare. Most literature on treatment choice has considered utilitarian welfare based on the conditional average treatment effect (ATE). While average welfare is intuitive, it may yield undesirable allocations especially when individuals are heterogeneous (e.g., with outliers)—the very reason individualized treatments were introduced in the first place. This observation motivates us to propose an optimal policy that allocates the treatment based on the conditional <i>quantile of individual treatment effects</i> (QoTE). Depending on the choice of the quantile probability, this criterion can accommodate a policymaker who is either prudent or negligent. The challenge of identifying the QoTE lies in its requirement for knowledge of the joint distribution of the counterfactual outcomes, which is not generally point-identified. We introduce minimax policies that are robust to this model uncertainty. A range of identifying assumptions can be used to yield more informative policies. For both stochastic and deterministic policies, we establish the asymptotic bound on the regret of implementing the proposed policies. The framework can be generalized to any setting where welfare is defined as a functional of the joint distribution of the potential outcomes. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.30087163.v1
title: Policy Learning with Distributional Welfare

description: In this article, we explore optimal treatment allocation policies that target distributional welfare. Most literature on treatment choice has considered utilitarian welfare based on the conditional average treatment effect (ATE). While average welfare is intuitive, it may yield undesirable allocations especially when individuals are heterogeneous (e.g., with outliers)—the very reason individualized treatments were introduced in the first place. This observation motivates us to propose an optimal policy that allocates the treatment based on the conditional <i>quantile of individual treatment effects</i> (QoTE). Depending on the choice of the quantile probability, this criterion can accommodate a policymaker who is either prudent or negligent. The challenge of identifying the QoTE lies in its requirement for knowledge of the joint distribution of the counterfactual outcomes, which is not generally point-identified. We introduce minimax policies that are robust to this model uncertainty. A range of identifying assumptions can be used to yield more informative policies. For both stochastic and deterministic policies, we establish the asymptotic bound on the regret of implementing the proposed policies. The framework can be generalized to any setting where welfare is defined as a functional of the joint distribution of the potential outcomes. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.5517/cctqcmh
title: CCDC 766277: Experimental Crystal Structure Determination

description: Related Article: T.Hatanaka, Y.Ohki, K.Tatsumi|2010|Chem.Asian J.|5|1657|doi:10.1002/asia.201000140
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctqcnj
title: CCDC 766278: Experimental Crystal Structure Determination

description: Related Article: T.Hatanaka, Y.Ohki, K.Tatsumi|2010|Chem.Asian J.|5|1657|doi:10.1002/asia.201000140
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctqcpk
title: CCDC 766279: Experimental Crystal Structure Determination

description: Related Article: T.Hatanaka, Y.Ohki, K.Tatsumi|2010|Chem.Asian J.|5|1657|doi:10.1002/asia.201000140
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctqcql
title: CCDC 766280: Experimental Crystal Structure Determination

description: Related Article: T.Hatanaka, Y.Ohki, K.Tatsumi|2010|Chem.Asian J.|5|1657|doi:10.1002/asia.201000140
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctqcrm
title: CCDC 766281: Experimental Crystal Structure Determination

description: Related Article: T.Hatanaka, Y.Ohki, K.Tatsumi|2010|Chem.Asian J.|5|1657|doi:10.1002/asia.201000140
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctm2cv
title: CCDC 763107: Experimental Crystal Structure Determination

description: Related Article: Shao-Jin Gu, Hui Xu, Na Zhang, Wanzhi Chen|2010|Chem.Asian J.|5|1677|doi:10.1002/asia.201000071
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctqcsn
title: CCDC 766282: Experimental Crystal Structure Determination

description: Related Article: T.Hatanaka, Y.Ohki, K.Tatsumi|2010|Chem.Asian J.|5|1657|doi:10.1002/asia.201000140
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctm2dw
title: CCDC 763108: Experimental Crystal Structure Determination

description: Related Article: Shao-Jin Gu, Hui Xu, Na Zhang, Wanzhi Chen|2010|Chem.Asian J.|5|1677|doi:10.1002/asia.201000071
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctm2fx
title: CCDC 763109: Experimental Crystal Structure Determination

description: Related Article: Shao-Jin Gu, Hui Xu, Na Zhang, Wanzhi Chen|2010|Chem.Asian J.|5|1677|doi:10.1002/asia.201000071
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctm2gy
title: CCDC 763110: Experimental Crystal Structure Determination

description: Related Article: Shao-Jin Gu, Hui Xu, Na Zhang, Wanzhi Chen|2010|Chem.Asian J.|5|1677|doi:10.1002/asia.201000071
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctltbj
title: CCDC 762858: Experimental Crystal Structure Determination

description: Related Article: P.Fuertes, D.Moreno, J.V.Cuevas, M.Garcia-Valverde, T.Torroba|2010|Chem.Asian J.|5|1692|doi:10.1002/asia.201000063
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cctxdqt
title: CCDC 772077: Experimental Crystal Structure Determination

description: Related Article: R.Nadano, K.Fuchibe, M.Ikeda, H.Takahashi, J.Ichikawa|2010|Chem.Asian J.|5|1875|doi:10.1002/asia.201000139
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccttbwt
title: CCDC 769137: Experimental Crystal Structure Determination

description: Related Article: Yi Ren, T.Baumgartner|2010|Chem.Asian J.|5|1918|doi:10.1002/asia.201000196
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccttbxv
title: CCDC 769138: Experimental Crystal Structure Determination

description: Related Article: Yi Ren, T.Baumgartner|2010|Chem.Asian J.|5|1918|doi:10.1002/asia.201000196
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccttbyw
title: CCDC 769139: Experimental Crystal Structure Determination

description: Related Article: Yi Ren, T.Baumgartner|2010|Chem.Asian J.|5|1918|doi:10.1002/asia.201000196
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccttbzx
title: CCDC 769140: Experimental Crystal Structure Determination

description: Related Article: Yi Ren, T.Baumgartner|2010|Chem.Asian J.|5|1918|doi:10.1002/asia.201000196
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccttc0z
title: CCDC 769141: Experimental Crystal Structure Determination

description: Related Article: Yi Ren, T.Baumgartner|2010|Chem.Asian J.|5|1918|doi:10.1002/asia.201000196
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccttc10
title: CCDC 769142: Experimental Crystal Structure Determination

description: Related Article: Yi Ren, T.Baumgartner|2010|Chem.Asian J.|5|1918|doi:10.1002/asia.201000196
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cct7x42
title: CCDC 752374: Experimental Crystal Structure Determination

description: Related Article: F.Semerci, O.Z.Yesilel, E.Sahin|2010|J.Inorg.Organomet.Polym.Mater.|20|334|doi:10.1007/s10904-010-9353-x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cct7nxl
title: CCDC 752150: Experimental Crystal Structure Determination

description: Related Article: A.Himmelspach, M.Finze|2010|Eur.J.Inorg.Chem.|2010|2012|doi:10.1002/ejic.201000064
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cct7x53
title: CCDC 752375: Experimental Crystal Structure Determination

description: Related Article: F.Semerci, O.Z.Yesilel, E.Sahin|2010|J.Inorg.Organomet.Polym.Mater.|20|334|doi:10.1007/s10904-010-9353-x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cct7nym
title: CCDC 752151: Experimental Crystal Structure Determination

description: Related Article: A.Himmelspach, M.Finze|2010|Eur.J.Inorg.Chem.|2010|2012|doi:10.1002/ejic.201000064
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cct7nzn
title: CCDC 752152: Experimental Crystal Structure Determination

description: Related Article: A.Himmelspach, M.Finze|2010|Eur.J.Inorg.Chem.|2010|2012|doi:10.1002/ejic.201000064
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqcjf0
title: CCDC 666482: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqcjg1
title: CCDC 666483: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.v36rp4
title: Occurrence Download

description: A dataset containing 692591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arachnida)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((7.5 45,15 45,15 52.5,7.5 52.5,7.5 45))"
 ]
}

 The dataset includes 692591 records from 440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044328-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccqcjh2
title: CCDC 666484: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqcjk4
title: CCDC 666486: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/x6eu4x
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "fuerchtegott"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "fuerchtegott"
DOI: 10.5517/ccqcjl5
title: CCDC 666487: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqcjm6
title: CCDC 666488: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccqcjn7
title: CCDC 666489: Experimental Crystal Structure Determination

description: Related Article: N.Kundu, A.Audhya, Sk.Md.T.Abtab, S.Ghosh, E.R.T.Tiekink, M.Chaudhury|2010|Cryst.Growth Des.|10|1269|doi:10.1021/cg901288h
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccvc44g
title: CCDC 785265: Experimental Crystal Structure Determination

description: Related Article: Li-Li Liang, Shi-Bin Ren, Jun Zhang, Yi-Zhi Li, Hong-Bin Du, Xiao-Zeng You|2010|Cryst.Growth Des.|10|1307|doi:10.1021/cg901353e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cct4d6j
title: CCDC 748997: Experimental Crystal Structure Determination

description: Related Article: I.Ling, Y.Alias, A.N.Sobolev, C.L.Raston|2010|Cryst.Growth Des.|10|1312|doi:10.1021/cg901354x
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccvc45h
title: CCDC 785266: Experimental Crystal Structure Determination

description: Related Article: Li-Li Liang, Shi-Bin Ren, Jun Zhang, Yi-Zhi Li, Hong-Bin Du, Xiao-Zeng You|2010|Cryst.Growth Des.|10|1307|doi:10.1021/cg901353e
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.