cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/yiqkn8
title: Replication Data for: Transformed-Likelihood Estimators for Dynamic Panel Models with a Very Small T

description: Conventional OLS fixed-effects and GLS random-effects estimators of dynamic models
that control for individual-effects are known to be biased when applied to short
panel data (T &lt;= 10). GMM estimators are the most used alternative but are known to
have drawbacks. Transformed-likelihood estimators are unused in political science.
Of these, orthogonal reparameterization estimators are only tangentially referred to in
any discipline. We introduce these estimators and test their performance, demonstrating
that the unused orthogonal reparameterization transformed-likelihood estimator
in particular performs very well and is an improvement on the commonly used GMM
estimators. When T and/or N are small, it provides efficiency gains and overcomes
the issues GMM estimators encounter in the estimation of long-run effects when the
coefficient on the lagged dependent variable is close to one.
DOI: 10.7910/dvn/zj0ksh
title: Replication Data for: Do Campaign Contributions Buy Favorable Policies? Evidence from the Insurance Industry

description: To learn about the effects of corporate campaign contributions, we study the potential influence of the insurance industry in U.S. state politics. The insurance industry is one of the biggest players in state politics, and we have collected new data on objective measures of the industry’s performance in each state over time. We exploit within-state changes in campaign finance regulations which can significantly restrict the ability of corporate contributors to give money and potentially influence elected officials. Across a range of outcomes and campaign finance reforms, we find little evidence that the ability to make corporate campaign contributions benefits the insurance industry in a state. Some results suggest that the ability to make campaign contributions may benefit the insurance industry in states with elected insurance commissioners, but overall, campaign contributions appear to have little distortionary effect even in a setting where we would, ex ante, most expect to find it.
DOI: 10.7910/dvn/5d1wqn
title: A86_1011.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d196f735-3308-89b6-dfdf-2f9bca5acd39'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d196f735-3308-89b6-dfdf-2f9bca5acd39
DOI: 10.7910/dvn/scmntw
title: A11_18819.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/293827c0-544a-474d-af92-09b92bbe7691'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/293827c0-544a-474d-af92-09b92bbe7691
DOI: 10.7910/dvn/sdhqrp
title: Serpens South NH3 Fits

description: NH3 (1,1) and (2,2) hyperfine structure fitting results.
DOI: 10.7910/dvn/xf1157
title: Replication Data for: “An Asymmetrical ‘President-In-Power’ Effect”

description: The files in this folder reproduce all the tables and figures included in the following article (and the related online appendix):
Morisi, Davide, John T. Jost, and Vishal Singh. (Forthcoming). “An Asymmetrical ‘President-In-Power’ Effect.” American Political Science Review
DOI: 10.7910/dvn/333inw
title: Replication Data for: Are Voters too Afraid to Tackle Corruption? Survey and Experimental Evidence from Mexico

description: The code.do file replicates all the results presented in the PSRM paper and the Online Appendix. The national_survey_data.dta file contains data from a nationally representative survey conducted two weeks before the 2012 Mexican general election. The DF_experiment_data.dta file contains data from a survey experiment conducted in Greater Mexico City one week before the 2012 Mexican general election. The log file log file shows that the replication produces the exact results reported in the manuscript.
DOI: 10.7910/dvn/e2jrqi
title: A91_3930.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/e966f55b-3b07-87d3-8fb0-1d9c0906e171'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/e966f55b-3b07-87d3-8fb0-1d9c0906e171
DOI: 10.7910/dvn/gdfbg1
title: Replication Data for "Lights, Camera, ... Income! Illuminating the National Accounts - Household Surveys Debate"

description: The zipped file contains data and programs to replicate all tables from 
 "Lights, Camera, ... Income! Illuminating the National Accounts - Household Surveys Debate"
by Maxim Pinkovskiy and Xavier Sala-i-Martin.
Please see the Readme for additonal details.
DOI: 10.7910/dvn/jmfhtn
title: Replication Data for: Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics

description: Users should cite:
Asgari E, Mofrad MRK. &lt;a href='http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0141287'
&gt;Continuous Distributed Representation of Biological Sequences for Deep Proteomics and Genomics&lt;/a&gt;. PLoS ONE 10(11): e0141287. doi:10.1371/journal.pone.0141287.

This archive also contains the family classification data that we used in the above mentioned PLoS ONE paper. This data can be used as a benchmark for family classification task.
DOI: 10.7910/dvn/lf163x
title: Replication Data for: Misery loves company. Strategies for retrenchment in the era of constrained public finance

description: The policy agenda literature shows that budget cuts tend to be rarer and less extreme than budget expansions. This article argues that the character of retrenchment policies is shaped by a combination of domestic and international factors, such as budgetary procedures, intra-coalitional conflicts, and the emergence of urgency situations. Building on the findings of several quantitative studies on budgetary changes, we develop two propositions explaining why the necessity to reduce expenditures usually leads to across-the-board cuts. We also hypothesize two mechanisms which can occasionally produce selective outcomes. This article focuses on the last thirty years to observe how the annual package of public finance corrections has impacted on the main categories of public spending. This analysis combines an original measure of the transformative nature of the yearly fiscal packages approved by parliament with process-tracing methodology. The qualitative analysis focuses on three cases of linear cuts and one deviant case of selective cuts. Findings show that the persistence of frictions in the Italian budgetary process is often a basic reason for the introduction of linear cuts, but the logic of urgency triggered by the European external constraint was able to produce a selective outcome.
DOI: 10.7910/dvn/omyw0p
title: Replication data for: Ordinary Economic Voting Behavior in the Extraordinary Election of Adolf Hitler

description: The enormous Nazi voting literature rarely builds on modern statistical or economic research. By adding these approaches, we find that the most widely accepted existing theories of this era cannot distinguish the Weimar elections from almost any others in any country. Via a retrospective voting account, we show that voters most hurt by the depression, and most likely to oppose the government, fall into separate groups with divergent interests. This explains why some turned to the Nazis and others turned away. The consequences of Hitler's election were extraordinary, but the voting behavior that led to it was not.
&lt;br /&gt;&lt;br /&gt; See also: &lt;a href="http://gking.harvard.edu/category/research-interests/applications/presidency-research-voting-behavior" target= "_new"&gt;Presidency Research; Voting Behavior &lt;/a&gt;
DOI: 10.7910/dvn/onx6gb
title: Supplemental materials for Kacie Miura, "To Punish or Protect? Local Leaders and Economic Coercion in China," International Security 48, no. 2 (Fall 2023): 127–163.

description: Supplemental materials for Kacie Miura, "To Punish or Protect? Local Leaders and Economic Coercion in China," International Security 48, no. 2 (Fall 2023): 127–163.
DOI: 10.7910/dvn/qxtb2n
title: Effect of Parenthood on Marriage, 1962-1963

description: This short-term longitudinal study, sometimes referred to as the First Child Study, examined the impact of the birth of the first child on the marriage of young couples. First time parents were compared with childless couples and also with couples who were having their second child. Included in the design of the study was a test of the role theory hypothesis that marital satisfaction changes as a result of parenthood.
&lt;br /&gt;&lt;br /&gt; 

The sample for this study was selected from the following: working class couples from Flint, Michigan; students and middle class couples from Ithaca, New York; and both upper and working class couples from New York City. Husbands and wives completed similar closed-ended questionnaires at three points in time: five months into the pregnancy, five weeks after the child was born, and five months after the birth.&lt;br /&gt;&lt;br /&gt;

In the first wave of the study, 624 wives and 577 husbands returned completed questionnaires. Data were collected from 486 husbands and 499 wives in the second wave. Finally, 465 husbands and 457 wives participated in the third wave. The questionnaires explore parental expectations before and after the birth of the child as well as changes in the dynamics of the husband-wife relationship that are related to childbearing and child-rearing.&lt;br /&gt;&lt;br /&gt; 

The Murray Research Archive holds numeric file data from this study.
DOI: 10.7910/dvn/zka3s
title: Massachusetts Archives Collection. v.42-Judicial, 1742-1749. SC1/series 45X, Petition of George Hewes

description: &lt;p&gt;Petition subject: Court cases &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:13909026"&gt;http://nrs.harvard.edu/urn-3:FHCL:13909026&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: 1742-11-18 &lt;/p&gt; &lt;p&gt;Petition location: Boston &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;George Hewes&lt;/li&gt;&lt;li&gt;Robert Hewes&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1742-11-27,1742-11-27,1742-11-29 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on November 27, 1742 and read and ordered and sent for concurrence and received in the Council on November 27, 1742 and read and concurred with amendment and sent for concurrence and received in the House on November 29, 1742 and read and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 2 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, read, ordered, sent, received, read, concurred, amended, sent, received, read, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 2 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: Boston tanners &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;: Manuscript &lt;/p&gt; &lt;p&gt;Additional archivist notes: Nathaniel Cunningham, George Hewes, Robert Hewes, Cato, Nero, Quagno, Scipio, Christopher Jacob Lawton, [additional documents in volumes] &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Massachusetts Archives volume 42, pages 153-155 &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/axwmzy
title: Markov random field segmentation of LSFM acquisitions

description: Automatic segmentation of light-sheet fluorescence microscopy acquisitions using Markov random field method. MRF_1, MRF_2, and MRF_3 are the segmented ground truths gt_1, gt_2, and gt_3 respectively.
DOI: 10.7910/dvn/h2uvgz
title: Replication Data for: The Covid-19 Infodemic and the Efficacy of Interventions Intended to Reduce Misinformation

description: Social media platforms have taken unprecedented steps to combat misinformation about Covid-19. However, critics question whether the most common strategy – labeling and alerting readers to misinformation – successfully counters misinformation or rather backfires and reinforces inaccurate beliefs. Using a pair of survey experiments, we examine the efficacy of corrections in reducing accuracy misperceptions and social media engagements that spread false claims. Simply flagging fake headlines had little effect on subjects’ accuracy assessments and social media responses. Corrections explicitly countering false claims with factual information were more effective, though many persisted in believing false information. Despite the increasing politicization of America’s pandemic response and polarization more generally, corrections to false claims with and without a partisan valence were equally effective, and we found no evidence of partisan backfire effects. While high social media consumers are exposed to more misinformation, greater fluency with false claims did not reduce the efficacy of corrections.
DOI: 10.7910/dvn/hfiv1a
title: Stereotype and Most-Popular Recommendations in the Digital Library Sowiport [Dataset]
title: Dataset for the paper published at the 15th International Symposium of Information Science

description: This data relates to our paper "Stereotype and Most-Popular Recommendations in the Digital Library Sowiport". The data includes a list of the 28 million delivered and clicked recommendations as CSV file, the R script to analyze the data, and the figures and tables presented in this paper as PNG and CSV files. This open access to the data allows replicating our analyses, checking the results for correctness, and conducting additional analyses.
description: When using the data, please ensure to cite the corresponding paper.
DOI: 10.7910/dvn/lm3ths
title: Deep-IR images of selected regions in Perseus

description: &lt;p&gt;&lt;b&gt;Description:&lt;/b&gt;&lt;br /&gt; Deep near-IR images (J,H,Ks) taken to produce high-resolution extinction maps. Regions neer dense clouds show some extended emission (cloudshine) which we believe to be Galactic starlight scattering off dust. One region, L1448, shows a number of remarkable outflows.&lt;/p&gt; &lt;p&gt;&lt;b&gt;Comments on Reduction:&lt;/b&gt;&lt;br /&gt; Cloudshine complicates data reduction. Regions covered by extended emission will be dimmer than in reality, since sky-subtraction will subtract out real signal.
This process acts like a sharpening filter, enhancing contrast in these images.
&lt;/p&gt; &lt;p&gt;&lt;b&gt;Telescope:&lt;/b&gt;&lt;br /&gt; &lt;a href="http://www.mpia-hd.mpg.de/Public/CAHA/"&gt;Calar Alto 3.5-meter&lt;/a&gt;&lt;/p&gt; &lt;p&gt;&lt;b&gt;Status:&lt;/b&gt;&lt;br /&gt; Complete&lt;/p&gt; &lt;p&gt;&lt;b&gt;Sampling:&lt;/b&gt;&lt;br /&gt; Seeing during these observations was good, often 0.6-0.7 arcseconds. &lt;/p&gt; &lt;p&gt;&lt;b&gt;Areal Coverage:&lt;/b&gt;&lt;br /&gt; Each frame is 15.4 by 15.4 arcminutes. A total of seven science frames and two control fields were obtained.&lt;/p&gt;
DOI: 10.7910/dvn/onspyo
title: Replication Data for: Bonding in pursuit of policy goals. How MPs choose political parties in the legislative state of nature

description: Full replication materials for all analyses reported in the article and the Supporting Information. To replicate all analyses, please follow the instructions provided in the file readme.txt
DOI: 10.7910/dvn/pyxc51
title: Replication Data for: Voting for Democracy: Campaign Effects in Chile's Democratic Transition

description: In a global context in which authoritarian regimes often hold elections, defeating dictators at the polls can play a key role in transitions to democracy. When the opposition is allowed to campaign for votes in such elections, there are strong reasons to believe that its efforts will be more persuasive than those of
the authoritarian incumbent. This article examines the effect of televised campaign advertising on vote choice in the 1988 plebiscite that inaugurated Chile's transition to democracy. Using matching to analyze postelectoral survey data, it shows that the advertising of the opposition’s no campaign made Chileans more likely to vote against dictator Augusto Pinochet, whereas the advertising of the government’s yes campaign had no discernible effect. These findings suggest that the no campaign played an important causal role in the change of political regime.
DOI: 10.7910/dvn/rk0hif
title: Conflict Dynamics and Feedback: Explaining Change in Violence against Civilians within Conflicts

description: Conflicts are complex, dynamic processes wherein the frequency and intensity of violence changes throughout the contest. In this article, we explore the temporal dynamics of two long-term civil wars—DR-Congo and Sudan—to identify systematic and random conditions that lead to changes in civilian targeting. Violence committed by rival political actors, territorial exchange, and the number and addition of violent agents strongly shape the likelihood that civilian targeting events and casualties increase or decrease over time. General and country differences emerge from vector autoregression analysis to suggest that (1) three types of violent agents—rebels, militias, and the government—are locked in spirals of violence where violence against civilians by one actor leads to subsequent violence by another actor; (2) rebels and government forces respond to the other side’s acquisition of contested territory by increasing counterattacks on civilians, specifically in DR-Congo; and (3) increasing numbers of active nonstate agents lead to higher violence rates in the following months. Among these, civilian targeting by rival actors triggers the most follow-on violent events against civilians.
DOI: 10.7910/dvn/zk3zzh
title: Malaria vaccines targeting the pre-erythrocytic stage: a systematic review

description: This submission entails reporting guidelines for the systematic done about "Malaria vaccines targeting the pre-erythrocytic stage: a systematic review".
DOI: 10.7910/dvn/5ekv2n
title: Replication Data for: Leadership Turnover and the Durability of International Trade Commitments

description: Contains replication files for Julia Gray and Jeffrey Kucik manuscript "Leadership Turnover and the Durability of International Trade Commitments."
DOI: 10.7910/dvn/jlw4td
title: Does international law promote the peaceful settlement of international disputes? Evidence from the study of territorial conflicts since 1945

description: Replication data for Huth et al. 2012.
DOI: 10.7910/dvn/seclxq
title: Synergy_Cropland_Mapping_Code

description: SOSA is based on the fusion of multiple existing cropland maps and multilevel statistics of the cropland area, which is independent of training samples. Firstly, cropland area statistics are used to rank the input cropland maps, and then a scoring table is built to indicate the agreement among the input datasets. Secondly, statistics are allocated adaptively to the pixels with higher agreement scores, until the cumulative cropland area is close to the statistics.
DOI: 10.7910/dvn/e0icc6
title: Replication Data for: Leveraging caregivers to provide remote early childhood education in hard-to-access settings in Lebanon: Impacts from a randomized controlled trial

description: We present the analysis dataset, script, as well as the data collection forms from an evaluation of an 11-week, remote early learning program (RELP) delivered via WhatsApp calls and messages to families in areas of Lebanon with little or no access to ECE. The program was created in response to COVID-19 with a focus on Syrian refugee and vulnerable Lebanese families and tested in hard-to-access areas in order to capture impacts on those most likely to need remote ECE post-pandemic. It is shorter than typical school programming because in under-resourced, conflict-affected, and displaced settings it is not always possible to find the political will and resources, or to maintain families, for longer programming (see Bonilla et al., 2019). Thus, in seeking to provide ECE in such settings, it is critical that we understand the impact of programs that are shorter, cheaper, and potentially more scalable than full-year, in-person options. In this evaluation, we examine the impacts of both i) RELP alone and ii) RELP provided alongside a remote parenting support program (RPSP). Impacts presented are in comparison to a wait list control group who received RELP immediately following endline data collection. Analyses examine experimental impacts on child development, parenting, and caregiver well-being.

The files provided include:
1) The analysis dataset titled "RELP_clean_deidentified". This dataset includes all outcome variables as well as covariates. Use "Models_dofile" to replicate the analyses.
2) The STATA .do file used to run the analyses, titled "Models_dofile"
3) The CAPI xls forms that were used to collect baseline and endline data for both the IDELA measure of child development as well as the caregiver surveys (baseline and endline)
4) The STATA .do file used to clean the data, run psychometrics and obtain outcome scores, and run the multiple imputation. This file is called "RELP_raw_to_analytic" and it is meant to provide transparency around data transformations that took place starting with the raw data and ending with the analysis dataset "RELP_clean_deidentified".
5) A pdf copy of the published pre-registration document. The study and analysis plan were pre-registered in REES (ID:13920).
DOI: 10.7910/dvn/jgatx6
title: Explaining Urban Social Disorder and Violence: An Empirical Study of Event Data from Asian and Sub-Saharan African Cities
DOI: 10.7910/dvn/n2ia8k
title: Replication data for: Asymptotic Behavior of a t-Test Robust to Cluster Heterogeneity

description: Replication data for: Asymptotic Behavior of a t-Test Robust to Cluster Heterogeneity
DOI: 10.7910/dvn/qxt2ks
title: Replication Data for "Association between Median Household Income, State Medicaid Expansion Status, and COVID-19 Outcomes Across US Counties"

description: Data is in txt or CSV format
Can be opened with MS XCEL or any statistical software such as STATA or STAT transfer
DOI: 10.7910/dvn/l3uwzt
title: Replication Data for: Beyond Views: Measuring and Predicting Engagement in Online Videos

description: The dataset is first introduced in the following paper:
&lt;br&gt;
Siqi Wu, Marian-Andrei Rizoiu, and Lexing Xie. &lt;a href="https://avalanchesiqi.github.io/files/icwsm2018engagement.pdf" target="_blank"&gt;&lt;b&gt;Beyond Views: Measuring and Predicting Engagement in Online Videos&lt;/b&gt;&lt;/a&gt;. In AAAI International Conference on Weblogs and Social Media (ICWSM), 2018.
&lt;br&gt;
&lt;br&gt;
&lt;b&gt; Tweeted videos dataset &lt;/b&gt;
&lt;br&gt;
This dataset contains YouTube videos published between July 1st and August 31st, 2016. To be collected, the video needs (a) be mentioned on Twitter during aforementioned collection period; (b) have insight statistics available; (c) have at least 100 views within the first 30 days after upload.
&lt;br&gt;
&lt;br&gt;
&lt;b&gt; Quality videos datasets &lt;/b&gt;
&lt;br&gt;
These datasets contain videos deemed of high quality by domain experts.
&lt;ul&gt;
 &lt;li&gt;
 Vevo videos: Videos of verified Vevo artists, as of August 31st, 2016.
 &lt;/li&gt; 
 &lt;li&gt;
 Billboard16 videos: Videos of 2016 Billboard Hot 100 chart.
 &lt;/li&gt; 
 &lt;li&gt;
 Top news videos: Videos of top 100 most viewed News channels.
 &lt;/li&gt; 
&lt;/ul&gt;
&lt;b&gt; freebase_mid_type_name.csv &lt;/b&gt;
&lt;br&gt;
It maps a freebase mid to a real-world entity.
&lt;br&gt;
&lt;br&gt;
See more details in this &lt;a href="https://github.com/avalanchesiqi/youtube-engagement/tree/master/data" target="_blank"&gt;data description&lt;/a&gt;.