cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e135041
title: Replication Data for: The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables

description: Empirical researchers often combine multiple instrumental variables (IVs) for a single treatment using two-stage least squares (2SLS). When treatment effects are heterogeneous, a common justification for including multiple IVs is that the 2SLS estimand can be given a causal interpretation as a positively-weighted average of local average treatment effects (LATEs). This justification requires the well-known monotonicity condition. However, we show that with more than one instrument, this condition can only be satisfied if choice behavior is effectively homogenous. Based on this finding, we consider the use of multiple IVs under a weaker, partial monotonicity condition.We characterize empirically verifiable sufficient and necessary conditions for the 2SLS estimand to be a positively-weighted average of LATEs under partial monotonicity. We apply these results to an empirical analysis of the returns to college with multiple instruments. We show that the standard monotonicity condition is at odds with the data. Nevertheless, our empirical checks reveal that the 2SLS estimate retains a causal interpretation as a positively-weighted average of the effects of college attendance among complier groups.
DOI: 10.3886/e135041v1
title: Replication Data for: The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables

description: Empirical researchers often combine multiple instrumental variables (IVs) for a single treatment using two-stage least squares (2SLS). When treatment effects are heterogeneous, a common justification for including multiple IVs is that the 2SLS estimand can be given a causal interpretation as a positively-weighted average of local average treatment effects (LATEs). This justification requires the well-known monotonicity condition. However, we show that with more than one instrument, this condition can only be satisfied if choice behavior is effectively homogenous. Based on this finding, we consider the use of multiple IVs under a weaker, partial monotonicity condition.We characterize empirically verifiable sufficient and necessary conditions for the 2SLS estimand to be a positively-weighted average of LATEs under partial monotonicity. We apply these results to an empirical analysis of the returns to college with multiple instruments. We show that the standard monotonicity condition is at odds with the data. Nevertheless, our empirical checks reveal that the 2SLS estimate retains a causal interpretation as a positively-weighted average of the effects of college attendance among complier groups.
DOI: 10.3886/e136861
title: Data and Code for: "Venting Out: Exports during a Domestic Slump"

description: We study the relationship between domestic-demand shocks and exports, using data for Spanish manufacturing firms in 2002-13. Exploiting plausibly exogenous geographical variation caused by the Great Recession, we find that firms whose domestic sales declined more experienced a larger increase in export flows, controlling for firms’ supply determinants. This result illustrates the capacity of export markets to counteract the negative impact of local demand shocks. By structurally estimating a heterogeneous-firm model of exporting with non-constant marginal costs of production, we conclude that these firm-level responses accounted for half of the spectacular increase in Spanish goods exports over the period 2009-13.
description: Manufacturing firms in Spain.
DOI: 10.3886/e136861v1
title: Data and Code for: "Venting Out: Exports during a Domestic Slump"

description: We study the relationship between domestic-demand shocks and exports, using data for Spanish manufacturing firms in 2002-13. Exploiting plausibly exogenous geographical variation caused by the Great Recession, we find that firms whose domestic sales declined more experienced a larger increase in export flows, controlling for firms’ supply determinants. This result illustrates the capacity of export markets to counteract the negative impact of local demand shocks. By structurally estimating a heterogeneous-firm model of exporting with non-constant marginal costs of production, we conclude that these firm-level responses accounted for half of the spectacular increase in Spanish goods exports over the period 2009-13.
description: Manufacturing firms in Spain.
DOI: 10.3886/e144121
title: Code for: "Labor Supply Responses to Learning the Tax and Benefit Schedule"

description: Despite the implications for policy, empirical evidence on the relative importance of factors that shape labor supply responses is missing. This paper helps fill this gap and quantifies the role of information frictions vs. other frictions by combining notches in the Norwegian welfare system and quasi-experimental variation in access to information about the slope and location of kinks. While we estimate a frictionless elasticity of 0.3, overall frictions attenuate this elasticity by about 70 percent. We find the information letter increased the earnings elasticity from 0.06 to 0.15, implying that information frictions account for at least 30% of total attenuation.
description: All disability insurance recipients registered i) over the period 1993 to 2014 and ii) at January 1st, 2015. We then follow their income and work history from 1993 to 2016. . Smallest Geographic Unit: Country level
description: The data employed in the analysis are drawn from Norwegian administrative registers. Researchers can gain access to the data by submitting a written application to the data owners. Applications must be certified by The Norwegian Data Inspectorate in order to ensure that data are processed in a manner that protects the personal integrity of individuals surveyed. Conditional on this approval, Statistics Norway will then determine which data one may obtain in accordance with the research plan. Inquiries about access to data from Statistics Norway should be addressed to: mikrodata@ssb.no. More information is available at https://www.ssb.no/en/omssb/tjenester-og-verktoy/data-til-forskning
DOI: 10.3886/e144121v1
title: Code for: "Labor Supply Responses to Learning the Tax and Benefit Schedule"

description: Despite the implications for policy, empirical evidence on the relative importance of factors that shape labor supply responses is missing. This paper helps fill this gap and quantifies the role of information frictions vs. other frictions by combining notches in the Norwegian welfare system and quasi-experimental variation in access to information about the slope and location of kinks. While we estimate a frictionless elasticity of 0.3, overall frictions attenuate this elasticity by about 70 percent. We find the information letter increased the earnings elasticity from 0.06 to 0.15, implying that information frictions account for at least 30% of total attenuation.
description: All disability insurance recipients registered i) over the period 1993 to 2014 and ii) at January 1st, 2015. We then follow their income and work history from 1993 to 2016. . Smallest Geographic Unit: Country level
description: The data employed in the analysis are drawn from Norwegian administrative registers. Researchers can gain access to the data by submitting a written application to the data owners. Applications must be certified by The Norwegian Data Inspectorate in order to ensure that data are processed in a manner that protects the personal integrity of individuals surveyed. Conditional on this approval, Statistics Norway will then determine which data one may obtain in accordance with the research plan. Inquiries about access to data from Statistics Norway should be addressed to: mikrodata@ssb.no. More information is available at https://www.ssb.no/en/omssb/tjenester-og-verktoy/data-til-forskning
DOI: 10.6084/m9.figshare.3502445.v21
title: The Infant Gut Dataset

description: The archive file contains the merged anvi'o profile, and the contigs database for the Infant Gut data from Sharon et al. that is suitable to analyze with anvi'o v7 or later.<br>Please see http://merenlab.org/tutorials/infant-gut/ for details.
DOI: 10.25387/g3.14210594.v1
title: Supplemental Material for Bachvaroff et al., 2021

description: Additional file 1: The <i>C. sapidus</i> genome assembly in fasta format for all sequences over 10kb. Additional file 2: The repeat masked <i>C. sapidus</i> genome in fasta format. Additional file 3: Predicted repeat families for <i>C. sapidus</i>.Additional file 4: The <i>C. sapidus</i> gene predictions in GFF3 format. <br>Table S1: Summary of RNAseq reads, tissue sources and mapping statistics. Table S2: The <i>C. sapidus</i> scaffold size, repeat, gene content, and homologous chromosomes from <i>P. trituberculatus.</i><br>
DOI: 10.15468/kx94pt
title: Johnwellsia, a new intertidal genus of Parastenheliidae (Copepoda, Harpacticoida) from the Taiwan Strait, China, including a review of the family and key to genera

description: This dataset contains the digitized treatments in Plazi based on the original journal article Huys, Rony, Mu, Fanghong (2021): Johnwellsia, a new intertidal genus of Parastenheliidae (Copepoda, Harpacticoida) from the Taiwan Strait, China, including a review of the family and key to genera. Zootaxa 5051 (1): 236-318, DOI: 10.11646/zootaxa.5051.1.13, URL: https://doi.org/10.11646/zootaxa.5051.1.13
DOI: 10.5517/ccdc.csd.cc260f8y
title: CCDC 2026199: Experimental Crystal Structure Determination

description: Related Article: Kun Wu, Ji Zheng, Yong-Liang Huang, Dong Luo, Yan Yan Li, Weigang Lu, Dan Li|2020|J.Mater.Chem.C|8|16974|doi:10.1039/D0TC04154H
DOI: 10.5517/ccdc.csd.cc261lyt
title: CCDC 2027336: Experimental Crystal Structure Determination

description: Related Article: Zachary M. Schulte, Yeon Hye Kwon, Yi Han, Chong Liu, Lin Li, Yahui Yang, Austin Gamble Jarvi, Sunil Saxena, Götz Veser, J. Karl Johnson, Nathaniel L. Rosi|2020|Chemical Science|11|12807|doi:10.1039/D0SC04979D
DOI: 10.5517/ccdc.csd.cc25s9gr
title: CCDC 2019354: Experimental Crystal Structure Determination

description: Related Article: Xin-Xue Yang, Wei-Dong Yu, Xiao-Yi Yi, Lei-Jiao Li, Chao Liu|2020|Chem.Commun.|56|14035|doi:10.1039/D0CC05336H
DOI: 10.5517/ccdc.csd.cc26bglm
title: CCDC 2035850: Experimental Crystal Structure Determination

description: Related Article: Vasily A. Ilichev, Liubov I. Silantyeva, Anton F. Rogozhin, Artem N. Yablonskiy, Boris A. Andreev, Roman V. Rumyantsev, Georgy K. Fukin, Mikhail N. Bochkarev|2021|Dalton Trans.|50|14244|doi:10.1039/D1DT02384E
DOI: 10.5517/ccdc.csd.cc26bgmn
title: CCDC 2035851: Experimental Crystal Structure Determination

description: Related Article: Vasily A. Ilichev, Liubov I. Silantyeva, Anton F. Rogozhin, Artem N. Yablonskiy, Boris A. Andreev, Roman V. Rumyantsev, Georgy K. Fukin, Mikhail N. Bochkarev|2021|Dalton Trans.|50|14244|doi:10.1039/D1DT02384E
DOI: 10.15468/n2mjgp
title: A new species of Polyophthalmus (Annelida, Opheliidae) from the Arabian Gulf with an insight on internal anatomy and diversity of the genus

description: This dataset contains the digitized treatments in Plazi based on the original journal article Parapar, Julio, Al-Kandari, Manal, Candás, María, Moreira, Juan (2021): A new species of Polyophthalmus (Annelida, Opheliidae) from the Arabian Gulf with an insight on internal anatomy and diversity of the genus. Zootaxa 5052 (4): 501-528, DOI: https://doi.org/10.11646/zootaxa.5052.4.3
DOI: 10.15468/pc63n4
title: A new species of the genus Macrobiotus (Tardigrada: Macrobiotidae) from Southeastern China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zhang, Pin, Sun, Xi-Zhai (2014): A new species of the genus Macrobiotus (Tardigrada: Macrobiotidae) from Southeastern China. Zoological Systematics 39 (2): 224-228, DOI: 10.11865/zs20140203
DOI: 10.5281/zenodo.5579389
title: International Society for Biocuration 2021 Survey results

description: The ISB Equity, Diversity, and Inclusion Subcommittee surveyed members and non-members of the International Society for Biocuration to better understand the community and identify ways in which the ISB could better serve our community. These are the results of the 2021 survey.
DOI: 10.5281/zenodo.5504476
title: International Society for Biocuration 2021 Survey results

description: The ISB Equity, Diversity, and Inclusion Subcommittee surveyed members and non-members of the International Society for Biocuration to better understand the community and identify ways in which the ISB could better serve our community. These are the results of the 2021 survey.
DOI: 10.5519/qd.86tnfrf6
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (3354 records)
DOI: 10.6084/m9.figshare.14447343.v1
title: question 4.pdf

description: Responses to Question 4 by PETs<br>
DOI: 10.6084/m9.figshare.14447343
title: question 4.pdf

description: Responses to Question 4 by PETs<br>
DOI: 10.6084/m9.figshare.14447322
title: question 2.pdf

description: <b><b>Responses to Questions 2 and 4 by PETs<br></b></b>
DOI: 10.5519/qd.4zg3he7h
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (241 records)
DOI: 10.15468/j4r6cg
title: Review of Brazilian species of Syneches Walker (Diptera, Hybotidae, Hybotinae), with description of ten new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Soares, Matheus M. M., Freitas-Silva, Rafael A. P., Ale-Rocha, Rosaly (2021): Review of Brazilian species of Syneches Walker (Diptera, Hybotidae, Hybotinae), with description of ten new species. Zootaxa 5049 (1): 1-84, DOI: https://doi.org/10.11646/zootaxa.5049.1.1, URL: http://dx.doi.org/10.11646/zootaxa.5049.1.1
DOI: 10.6084/m9.figshare.16834246
title: cropped_karak.jpg

description: The geographical features of Al Karak city in the Hshemite Kingdom of Jordan.
DOI: 10.6084/m9.figshare.16834246.v1
title: cropped_karak.jpg

description: The geographical features of Al Karak city in the Hshemite Kingdom of Jordan.
DOI: 10.5281/zenodo.4726771
title: Imaging Spin-Wave Damping Underneath Metals Using Electron Spins in Diamond

description: Data corresponding to the figures in the main text of "Imaging Spin-Wave Damping Underneath Metals Using<br> Electron Spins in Diamond"
DOI: 10.5281/zenodo.4726770
title: Imaging Spin-Wave Damping Underneath Metals Using Electron Spins in Diamond

description: Data corresponding to the figures in the main text of "Imaging Spin-Wave Damping Underneath Metals Using<br> Electron Spins in Diamond"
DOI: 10.7912/d2/27
title: Data from Classifying the Unknown: Insect Identification by Deep Zero-shot Bayesian Learning
DOI: 10.25919/g6wh-7s37
title: Parkes observations for project P1101 semester 2021OCTS_01

description: We propose to carry out fortnightly monitoring of a very active repeater, FRB~190520, with the Parkes UWL system. Our current observations show that FRB~190520 is not only the most active FRB that can be observed with Parkes, but also shows unique behaviour at 2 to 3 GHz frequency. This makes UWL the ideal instrument to carry out in-depth studies of this repeating FRB. With this program, we expect to detect a large sample of bursts from FRB~190520, and in collaboration with the FAST telescope we will study emission properties, fluence distributions and polarisation properties over an extremely wide bandwidth with high sensitivity.
DOI: 10.5517/ccdc.csd.cc26mxwn
title: CCDC 2044942: Experimental Crystal Structure Determination

description: Related Article: Liping Qiao, Jiangping Liu, Shi Kuang, Xinxing Liao, Junfeng Kou, Liangnian Ji, Hui Chao|2021|Dalton Trans.|50|14332|doi:10.1039/D1DT01460A
DOI: 10.5517/ccdc.csd.cc26pw4y
title: CCDC 2046810: Experimental Crystal Structure Determination

description: Related Article: Nicholas L. Magann,  Mitchell T. Blyth,  Michael S. Sherburn|2021|Angew.Chem.,Int.Ed.|60|18561|doi:10.1002/anie.202107524
DOI: 10.5517/ccdc.csd.cc26v5fp
title: CCDC 2050942: Experimental Crystal Structure Determination

description: Related Article: Xiaoli Wang, Xiaoli Sun, Na Li, Jie Chen, Hui Zhang, Hongmei Deng, Jin-Hong Lin, Weiguo Cao|2021|J.Fluorine Chem.|251|109900|doi:10.1016/j.jfluchem.2021.109900
DOI: 10.5517/ccdc.csd.cc26v5gq
title: CCDC 2050943: Experimental Crystal Structure Determination

description: Related Article: Xiaoli Wang, Xiaoli Sun, Na Li, Jie Chen, Hui Zhang, Hongmei Deng, Jin-Hong Lin, Weiguo Cao|2021|J.Fluorine Chem.|251|109900|doi:10.1016/j.jfluchem.2021.109900
DOI: 10.5517/ccdc.csd.cc270t03
title: CCDC 2056354: Experimental Crystal Structure Determination

description: Related Article: Atanu Dey, Anku Guha, Vierandra Kumar, Sumit Bawari, Tharangattu N. Narayanan, Vadapalli Chandrasekhar|2021|Dalton Trans.|50|14257|doi:10.1039/D1DT01910D
DOI: 10.25934/pr00006005.0
title: Available IPD datapackage for study 'Safety, Pharmacokinetics (PK) and Hemodynamic Effects of Ambrisentan in Single Ventricle Pediatric Patients'

description: Purpose: To evaluate the pharmacokinetics, bioavailability and hemodynamic efficacy of ambrisentan after Fontan surgical palliation of single ventricle heart defects. Study activities and population group: Children undergoing Fontan surgical palliation for single ventricle defects will be eligible for the study. Up to 20 subjects will be enrolled (16 ambrisentan, 4 placebo) and will receive 3 days (3 doses) of ambrisentan starting on post-operative day #1 upon returning from the operating room. Ambrisentan plasma levels will be obtained at specified time points during treatment. Post-operative monitoring lines will be used to measure effects of ambrisentan on hemodynamics and pulmonary / systemic endothelial function.
DOI: 10.25934/pr00007396
title: Modeling and Simulation of ambrisentan pharmacokinetics in young children

description: To avoid overexposure in children
DOI: 10.6084/m9.figshare.15109575
title: Supplemental sequence data for Nir, Amador et al., 2021

description: Collection of plant sequences from public depositories used in phylogenetic analysis of BASL (Arabidopsis At5g60080).
DOI: 10.5281/zenodo.5579392
title: polyp segmentation datasets

description: It stores the largely used testing protocoll for polyp segmentation: The training set includes 900 images from Kvasir-SEG and 550 images from CVC-ClinicDB. The testing set is made of the remaining images from the above cited datasets: 100 images from Kvasir-SEG, 62 images from CVC-ClinicalDB, 380 from CVC-ColonDB, 196 from ETIS-Larib and 60 from CVC-T, which is testing set for EndoScene. The test sets are stored in the folder TestDataset. There are three versions of the training set: NewTRimage, original training set without data augmentation NewTRimageDA, data augmentation proposed in "Data augmentation for deep ensembles in polyp segmentation" OLDTRimage, data augmentation used in https://arxiv.org/abs/2104.00850 The names with "mask" stores the binary mask of the related images.
DOI: 10.5067/q28gfyjyfz7h
title: Global Inventory of Methane Emissions from Fuel Exploitation
DOI: 10.5281/zenodo.5579391
title: polyp segmentation datasets

description: It stores the largely used testing protocoll for polyp segmentation: The training set includes 900 images from Kvasir-SEG and 550 images from CVC-ClinicDB. The testing set is made of the remaining images from the above cited datasets: 100 images from Kvasir-SEG, 62 images from CVC-ClinicalDB, 380 from CVC-ColonDB, 196 from ETIS-Larib and 60 from CVC-T, which is testing set for EndoScene. The test sets are stored in the folder TestDataset. There are three versions of the training set: NewTRimage, original training set without data augmentation NewTRimageDA, data augmentation proposed in "Data augmentation for deep ensembles in polyp segmentation" OLDTRimage, data augmentation used in https://arxiv.org/abs/2104.00850 The names with "mask" stores the binary mask of the related images.
DOI: 10.6084/m9.figshare.14230159
title: Classification accuracy goals for diagnostic tests based on risk stratification

description: In diagnostic test evaluation, performance goals are often set for classification accuracy measures such as specificity, sensitivity and diagnostic likelihood ratio. For tests that detect rare conditions, classification accuracy goals are attractive because they can be evaluated in case-control studies enriched for the condition. A neglected area of research is determining classification accuracy goals that confer clinical usefulness of a test. We determine classification accuracy goals based on desired risk stratification, i.e. the post-test risk of having the condition compared with the pre-test risk. We determine goals for rule-out tests, rule-in tests, and those that do both. Goals for negative and positive likelihood ratios (NLR, PLR) are emphasized because of their natural relationships with risk stratification via Bayes Theorem. Goals for specificity and sensitivity are implied by goals on NLR and PLR. Goals that confer superiority or non-inferiority of a test to a comparator are based on approximating risk differences and relative risks by functions of likelihood ratios. Inference is based on Wald confidence intervals for ratios of likelihood ratios. To illustrate, we consider hypothetical data on a fetal fibronectin assay for ruling out risk of pre-term birth and two human papillomavirus assays for detecting cervical cancer. ClinicalTrials.gov identifier: NCT01931566.
DOI: 10.6084/m9.figshare.14230159.v2
title: Classification accuracy goals for diagnostic tests based on risk stratification

description: In diagnostic test evaluation, performance goals are often set for classification accuracy measures such as specificity, sensitivity and diagnostic likelihood ratio. For tests that detect rare conditions, classification accuracy goals are attractive because they can be evaluated in case-control studies enriched for the condition. A neglected area of research is determining classification accuracy goals that confer clinical usefulness of a test. We determine classification accuracy goals based on desired risk stratification, i.e. the post-test risk of having the condition compared with the pre-test risk. We determine goals for rule-out tests, rule-in tests, and those that do both. Goals for negative and positive likelihood ratios (NLR, PLR) are emphasized because of their natural relationships with risk stratification via Bayes Theorem. Goals for specificity and sensitivity are implied by goals on NLR and PLR. Goals that confer superiority or non-inferiority of a test to a comparator are based on approximating risk differences and relative risks by functions of likelihood ratios. Inference is based on Wald confidence intervals for ratios of likelihood ratios. To illustrate, we consider hypothetical data on a fetal fibronectin assay for ruling out risk of pre-term birth and two human papillomavirus assays for detecting cervical cancer. ClinicalTrials.gov identifier: NCT01931566.