cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/o8xosf
title: Replication Data for: Image-based Treatment Effect Heterogeneity

description: &lt;b&gt;Abstract:&lt;/b&gt; Randomized controlled trials (RCTs) are considered the gold standard for estimating the Average Treatment Effect (ATE) of interventions. One important use of RCTs is to study the causes of global poverty – a subject explicitly cited in the 2019 Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel awarded to Duflo, Banerjee, and Kremer “for their experimental approach to alleviating global poverty.” Because the ATE is a population summary, researchers often want to better understand how the treatment effect varies across different populations by conditioning on tabular variables such as age and ethnicity that were measured during the RCT data collection. Although such variables carry substantive importance, they are often only observed only near the time of the experiment: exclusive use of such variables may fail to capture historical, geographical, or neighborhood-specific contributors to effect variation. In global poverty research, when the geographical location of the experiment units is approximately known, satellite imagery can provide a window into such historical and geographical factors important for understanding heterogeneity. However, there is no causal inference method that specifically enables applied researchers to analyze Conditional Average Treatment Effects (CATEs) from images. In this paper, we develop a deep probabilistic modeling framework that identifies clusters of images with similar treatment effect distributions, enabling researchers to analyze treatment effect variation by image. Our interpretable image CATE model also emphasizes an image sensitivity factor that quantifies the importance of image segments in contributing to the mean effect cluster prediction. We compare the proposed methods against alternatives in simulation; additionally, we show how the model works in an actual RCT, estimating the effects of an anti-poverty intervention in northern Uganda and obtaining a posterior predictive distribution over treatment effects for the rest of the country where no experimental data was collected. We make code for all modeling strategies available in an open-source software package and discuss their applicability in other domains (such as the biomedical sciences) where image data are also prevalent. 
&lt;br&gt;
&lt;br&gt;
&lt;b&gt;GitHub:&lt;/b&gt; https://github.com/cjerzak/causalimages-software
&lt;br&gt;
DOI: 10.7910/dvn/h3cwnq
title: A11_18958.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/cb623e81-25ba-445e-bc15-3b429b5d4931'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/cb623e81-25ba-445e-bc15-3b429b5d4931
DOI: 10.7910/dvn/j9bohr
title: Postal Delivery Disruptions and the Fragility of Voting by Mail:Lessons from Maine

description: This is the data and code repository for the article, "Postal Delivery Disruptions and the Fragility of Voting by Mail:Lessons from Maine."
DOI: 10.7910/dvn/mo3nd2
title: A15_27631.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/8b0542d0-ec37-4f93-a9c4-c5131a42b363'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/8b0542d0-ec37-4f93-a9c4-c5131a42b363
DOI: 10.7910/dvn/ogammy
title: Replication Data for "Heritage site-seeing through the visitor’s lens on Instagram"

description: This repository provides data and code to support the replication of the paper "Heritage site-seeing through the visitor’s lens on Instagram".
DOI: 10.7910/dvn/rovqrl
title: Encuesta nacional GEA-ISA (noviembre de 2021)

description: GEA-ISA, Encuesta nacional para el análisis de la gobernabilidad en México (20-22 de noviembre de 2021).
Población objetivo: personas de origen mexicano residentes en viviendas particulares ubicadas dentro del territorio nacional que declaran contar con 18 y más años de edad al momento de la entrevista.
Marco muestral: listado de secciones electorales en el territorio nacional por entidad federativa y sección electoral y número de electores registrados en el Listado Nominal. 
Método de aproximación: entrevistas personales en vivienda (CAPI).
Método de muestreo: polietápico por conglomerados.
- Selección sistemática de 107 secciones electorales con probabilidad proporcional al número de electores registrados y con reemplazo.
- Selección de diez viviendas por sección, mediante recorrido aleatorio.
- Selección como informante de la persona de 18 o más años de edad que celebre el próximo cumpleaños de entre las presentes al momento de la entrevista.
Tamaño de muestra: 1070 casos efectivos.
Duración de la entrevista: 28 minutos.
Tasa de rechazo general: 63%.
Calidad de la estimación: ±3% al 95% de confianza (más efecto de diseño).
Procedimiento de estimación: post-estratificación para reproducir la distribución por sexo y edad del Listado Nominal de Electores.
Factor de expansión muestral: "fexpm".
Base de datos original en formato SAV.
DOI: 10.7910/dvn/xfzowy
title: Executive Agreements Database, Statement Concerning the Agreement with Cambodia Amending And Extending The Memorandum of Understanding Of September 19, 2003 Concerning the Imposition Of Import Restrictions On Archaeological Material From Cambodia From The Bronze Age Through The Khmer Era, with Attachment Effected By Exchange Of Notes Act Phnom Penh August 14 And 26, 2008 Entered Into Force August 26, 2008, with Effect From September 19, 2008

description: TIAS 03-919 TIAS 03-919 cover memo
DOI: 10.7910/dvn/2vkbvn
title: Vinzent's Greek Reconstruction of Marcion’s Apostolos

description: Markus Vinzent's forthcoming Greek reconstruction of Marcion's Apostolos is submitted here in four digital forms (or texts-as-datasets): a simple UTF-8 CSV-embedded transcription, another CSV transcription lemmatized tokens and BibleWorks Greek Morphology tags, a Perseus-compliant TEI-XML file, and a CSV alignment combining the above data and crosswalking BGM tags over to their corresponding Morpheus postag values. The batch also features two supplementals, the UTF-8 TXT files (transcription and BGM) created a year ago and used as a gauge for extensive stylometric comparisons in the process of textual refinement.
DOI: 10.7910/dvn/drgmrb
title: Replication Data for: Dataset "P3Numbers_20141023_f_14_002" available at http://eegdatabase.kiv.zcu.cz/experiments-detail?DEFAULT_PARAM_ID=501

description: Guess the number is a simple P300-based brain-computer interface experiment. Its aim is to ask the measured participant to pick a number between 1 and 9. Then, he or she is exposed to corresponding visual stimuli and experimenters try to guess the number thought while observing event-related potential waveforms on-line. 250 school-age children participated in the experiments that were carried out in elementary and secondary schools in the Czech Republic. Electroencephalographic data from three EEG channels (Fz, Cz, Pz) and stimuli markers were stored. Additional metadata about the participants were collected (gender, age, the number thought by the participant, the guess of the experimenters, and various interesting additional information). The data are stored in the Brain Vision format.
description: Presentation, 18.1
description: Brain Vision Recorder, 1.20.0001
description: All data and metadata in this dataverse can be downloaded as an experimental package named "PROJECT DAYS P3 NUMBERS" that is available at https://eegdatabase.kiv.zcu.cz in section "All experiments"
DOI: 10.7910/dvn/lcatoa
title: Ecommerce Customer Data

description: This dataset contains data of customer from a ecommerce platform.
DOI: 10.7910/dvn/q1f5to
title: Public Mapping Project Redistricting Data

description: Redistricting data collected by the Public Mapping Project for participative redistricting.
DOI: 10.7910/dvn/dp1vdw
title: Replication Data for: Industrialization and Democracy

description: I provide a new theory of the relationship between economic development and democracy. I argue that a large share of employment in manufacturing (i.e., industrialization) makes mass mobilization both more likely to occur and more costly to suppress. This increases the power of the masses vis-à-vis autocratic elites, making democracy more likely. Using novel manufacturing employment data for 145 countries over 170 years (1845-2015) I find that industrialization is strongly correlated with democracy, even after accounting for country and time fixed effects, time trends, theoretically-grounded controls, and other economic determinants of democracy (e.g., income and inequality). Unlike with other economic determinants the effect occurs on both transitions and consolidations, and is equally large after 1945. Importantly, many potential outliers (e.g., China, USSR, Latin America during ISI) have in fact never reached the level of industrialization that existed in West, South Korea, and Taiwan before democratization.
DOI: 10.7910/dvn/4yapkk
title: Executive Agreements Database, Statement Regarding Agreement Amending The Strategic Objective Grant Agreement Between The United States and Afghanistan For The Strategic Objective Of A Thriving Economy Led By The Private Sector Signed At Kabul September 30, 2005

description: KAV 7405

cover memo
DOI: 10.7910/dvn/anta5r
title: Replication Data for: Brexit as a Critical Juncture in the Politics of UK Devolution: A Comparative Analysis of the Effects of Brexit on Parties’ Territorial Policies

description: Contains quasi sentences from manifestos of UK parties relating to their territorial policies, which are encoded to indicate the scope and direction of these policies.
DOI: 10.7910/dvn/drjef1
title: Contested Freedom: Free Persons of Color in Savannah, GA, 1823-1842

description: The “Contested Freedom” dataset is compiled entirely of information for free persons of color who resided in the city of Savannah, Georgia, registered between 1823 and 1842. The dataset contains 1,321 named individuals residing in Chatham County. Savannah’s free Black population was made up of previously enslaved people who were manumitted by their owners, Black children born to free mothers, and emigrés from St. Domingue who fled to Savannah directly after the Haitian Revolution. This dataset, extracted from the “Savannah, Georgia, Registers of Free People of Color, 1817-1864,” includes the years 1823-1829 and 1833, 1835, and 1842. This register was collected by the city of Savannah throughout the antebellum era and right before the close of the Civil War. The information includes: names, age, current residence, occupation(s), and guardian(s), and, in some instances, property (or lack thereof), number of slaves owned, and parentage.
description: City of Savannah, Research Library & Municipal Archives, Savannah, Georgia.
DOI: 10.7910/dvn/gx5urz
title: Charters Corpus from: Cleaning Corporate Governance

description: Charter corpus with chartering histories of S&P 1500 companies
DOI: 10.7910/dvn/lcoziw
title: Replication data for: Legislative Leviathan: Party Government in the House. Second Edition.

description: Scholars who compare political parties invariably conclude that American parties are much weaker than their European counterparts: they are much less cohesive on legislative votes; their influence over the flow of legislation is less complete; they control but a small fraction of campaign money; they exercise almost no control over nominations; the list could go on. Within the American context, observers have
commonly concluded that parties influence legislators less than pressure groups, political action committees, or constituents. Much of the literature of the 1970s and 1980s, moreover, was devoted to the thesis that American parties were declining--both in the electoral and the legislative arenas.&lt;br /&gt;&lt;br /&gt;  If parties are so weak, then what are the organizing principles of American politics? The literature provides a ready stock of answers: In the electoral arena, it is the individual ca
ndidates who have the most powerful organizations, who collect the most money, and who define the course of electoral campaigns. In the legislative arena, it is
above all the standing committees of Congress--and, in the 1970s and 1980s, their subcommittees--that are the centers of power. The standard wisdom on the postwar Congress was that it had been an exercise first in "committee government," then in "subcommittee government." Party government usually received mention only as something conspicuously absent.&lt;br /&gt; &lt;br /&gt;  This study reevaluates the role of parties and committees, and the interactions between them, in the post-World War II House of
Representatives. Our view is that parties in the House--especially majority parties--are a species of "legislative cartel." These cartels seize the power, theoretically resident in the House, to make rules governing the structure and process of legislation. Possession of this rule-making power leads to two main consequences. First, the legislative process in general--and the committee system in particular--is stacked in favor of majority
party interests. Second, because members of the majority party have all the structural advantages, the key players in most legislative deals are members of the majority party and the majority party's central agreements are facilitated by cartel rules and policed by the cartel's leadership.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: This study was deposited under the of the Data-PASS standard deposit terms. A copy of the usage agreement is included in the file section of this study.;
DOI: 10.7910/dvn/mo2dla
title: Master's thesis

description: economic growth and exchange rates
DOI: 10.7910/dvn/oaityf
title: A15_29054.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/51410925-2fea-442f-b1f3-6bb671f7ed47'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/51410925-2fea-442f-b1f3-6bb671f7ed47
DOI: 10.7910/dvn/qf4mmx
title: Replication Data for: Cosmopolitan immigration attitudes in large European cities: Contextual or compositional effects?

description: European Social Survey data
DOI: 10.7910/dvn/r61bgh
title: Genome-wide association mapping and examination of maternal effect for the pace trait of horses

description: These files include the SNP genotypes and phenotypes used in the study.
DOI: 10.7910/dvn/yyvmyp
title: Executive Agreements Database, Background Statement Concerning the Agreement Between The United States and Russia Extending The Agreement Of May 31, 1988 On Mutual Fisheries Relations, with Annexes Effected By Exchange Of Notes Act Washington December 22, 1993 & January 5, 1994 Entered Into Force January 5, 1994 Effective October 28, 1993

description: KAV 3771 cover memo
DOI: 10.7910/dvn/4uxyox
title: Replication data for: Influence of improved supply on household electricity consumption - Evidence from rural India

description: Replication data for 
Agrawal, Shalu, S.P. Harish, Aseem Mahajan, Daniel Robert Thomas, and Johannes Urpelainen. 2020. “Influence of Improved Supply on Household Electricity Consumption - Evidence from Rural India.” Energy. August.
DOI: 10.7910/dvn/do8vsb
title: Metal Halide Perovskite

description: A compilation of data collected from MHP variants when exposed to radiation.
DOI: 10.7910/dvn/fljmrm
title: Replication data for: Identifying the Culprit: Democracy, Dictatorship, and Dispute Initiation

description: Peceny, Beer, and Sanchez-Terry (2002) find that interstate dyads containing a democracy and a personalist dictatorship are more likely than other types of dyads to experience militarized disputes. They argue that this is because democracies are especially likely to challenge personalist dictatorships. Unfortunately, they do not identify which state in a conflictual dyad initiated the dispute and so cannot present data to support their claim. We improve on their research design by using "directed dyads" to identify potential initiators. We confirm their finding that democracy-personalist dictatorship dyads are particularly conflict-prone, but we also disprove their argument that democracies attack dictators, as we find that personalist dictatorships are more likely to challenge democracies, but not vice versa. We also find that other kinds of autocracies, namely, military regimes and single-party regimes, are more likely to challenge democracies than vice versa. Our findings have important implications for understanding the relationships between regime type and international conflict.
DOI: 10.7910/dvn/gdilsm
title: Replication Data for: Boycotts, Buycotts and Political Consumerism in America

description: Replication Data for: Boycotts, Buycotts and Political Consumerism in America
DOI: 10.7910/dvn/ogypho
title: Forecasting model of an apartment interior quality assessment

description: The entire code and project was written in the Python programming language
Imports libraries such as Numpy, CV2, PyTorch, Albumentations, Pandas, Atexit
Using pandas, we set settings to make the display window output, giving the maximum number of rows, columns.
Using time, datetime, atexit we create a function to measure the time when the program started, when the program was completed, how long it was used.
By announcing the variable train, we read a training data set with the photo name and their assessment. After that, we use OneHotEncoder to convert the ratings into a more extensive look. Next, create a class 
TestDataset, to process the photos that are stored in the folder on the server, specify the path of the folder, describe the transformation for augmentation, using CV2 we open each photo, change its size to 
224x224, after transforming and saving in a pixel. With albumentations, we transform the photo and store it in tensor. Then we read the test data set, which will be tested, model.
With torch.utils.data.DataLoader, we load our test dataset. Then load our pre-trained model (based on Resnet50). We convert the output through tangential function.
Keep the score in a separate column and each class in different columns. After each class, we translate into a conditional coefficient, for a better understanding of the results of the model.
DOI: 10.7910/dvn/qfriov
title: Reproduction files for: Alles eine Frage des Blickwinkels? Framing-Effekte und Bevölkerungsurteile über einen möglichen Bundeswehreinsatz in Libyen

description: Code to reproduce all findings reported in the paper. Data is available upon request.
DOI: 10.7910/dvn/rgamls
title: Replication Data for: Preißinger, Maria and Schoen, Harald (2016): It's not always the campaign - Explaninig inter-election switching in Germany, 2009-2013. Electoral Studies 44: 109-119.

description: Full replication material
DOI: 10.7910/dvn/yy7sb
title: House Unpassed Legislation 1850, Docket 2577, SC1/series 230, Petition of Prince Crowell

description: &lt;p&gt;Petition subject: Women may be allowed to vote and hold office &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11029700"&gt;http://nrs.harvard.edu/urn-3:FHCL:11029700&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Dennis &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: John Milton Earle, Worcester; committee on the judiciary &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Prince Crowell&lt;/li&gt;&lt;li&gt;Polly D. Crowell&lt;/li&gt;&lt;li&gt;Minerva C. Hall&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1850-02-16 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 16, 1850 and referred to the committee on the judiciary and tabled &lt;/p&gt; &lt;p&gt;Total signatures: 27 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, laid on table &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 13 &lt;/p&gt; &lt;p&gt;Female signatures: 14 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, [females], ["legal voters"], ["women who ought to be legal voters"], ["women"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Additional archivist notes: women's suffrage, [two names not in separate columns, but mostly separated] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1850, Docket 2577 &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/2unrtm
title: A16_32220.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/408d8ce4-4d12-4b3e-b368-fd9096a75de7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/408d8ce4-4d12-4b3e-b368-fd9096a75de7
DOI: 10.7910/dvn/j6p2kt
title: Replication Data for: "Temporary Work Visas as US-Haiti Development Cooperation: A Preliminary Impact Evaluation"

description: This Stata 14 code replicates the figures and table in Clemens & Postel, "Temporary Work Visas as US-Haiti Development Cooperation: A Preliminary Impact Evaluation".
DOI: 10.7910/dvn/o9dnq9
title: A04_13819a.JPG

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/9bb58319-a506-a5c7-f2a6-683a312836dc'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/9bb58319-a506-a5c7-f2a6-683a312836dc
DOI: 10.7910/dvn/rgngnh
title: Replication Data for: Efficacy and Risk of Sexual Orientation Change Efforts (SOCE) in a U.S. Sample of 125 Sexual Minority Men

description: A convenience sample of 125 men in the United States who had undergone sexual orientation change efforts (SOCE).
description: Note: Journal requires the data to be archived before submission. After submission I will return and update the publication info. Thanks.
DOI: 10.7910/dvn/yxvlbh
title: Acquisition, Processing, and Formatting Software Matlab Code

description: This software collects position-sensing data from a 20cm rotary encoder wheel. It was created and it runs on MATLAB/Simulink, R2022A on an ordinary desktop Windows-based computer. We purchased a hardware platform and multiplexer from Speedgoat, LLC to support this software. At regular settable intervals, it queries the sensor and then it receives and records the resulting data. This data serves as feedback for the rotor position, velocity, and torque controls. The software also formats and displays the data on a typical desktop monitor in real time.
This complete software is the first of four groups of feedback data collection routines necessary for control and stabilization of the shaftless flywheel for energy storage. The other three groups, to be developed next, will use the same underlying code framework with other sensors.
description: The software uses two m-block library elements that are proprietary to Speedgoat, LLC. We purchased them as part of the equipment buy, but their license does not allow us to distribute them. They are easily purchased from Speedgoat, LLC.

http://hdl.handle.net/1773/49983
DOI: 10.7910/dvn/yzdkgk
title: Executive Agreements Database, Statement Concerning the Acquisition and Cross-Servicing Agreement with Singapore, with Annexes Signed April in, 2000 Entered Into Force April 1, 2000

description: KAV 8896 cover memo
DOI: 10.7910/dvn/yzwqnc
title: Money at Risk: Climate Change and Performance of Canadian Banking Sector

description: The dataset has been used in the paper "Money at Risk: Climate Change and Performance of Canadian Banking Sector"