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datascience.bib
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datascience.bib
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@article{wickham_tidy_data_2014,
title={Tidy Data},
volume={59},
url={https://www.jstatsoft.org/index.php/jss/article/view/v059i10},
doi={10.18637/jss.v059.i10},
number={10},
journal={Journal of Statistical Software},
author={Wickham, Hadley},
year={2014},
pages={1–23}
}
@misc{acre_guide,
title = {Guide for Accelerating Computational Reproducibility in the Social Sciences},
url = {https://bitss.github.io/ACRE/intro.html},
publisher = {Berkeley Initiative for Transparency in the Social Sciences},
author = {{Berkeley Initiative for Transparency in the Social Sciences} and Bogdanoski, Aleksandar and Christiano, Carson and Ferguson, Joel and Hoces de la Guardia, Fernando and Hoeberling, Katherine and Miguel, Edward and Ng, Emma and Vilhuber, Lars},
urldate = {2022-01-11},
date = {2020},
year = 2020,
keywords = {Open Policy Analysis}
}
@software{iotables_r_package,
author = {Daniel Antal},
title = {iotables: Importing and Manipulating Symmetric Input-Output Tables},
month = dec,
year = 2021,
publisher = {Zenodo},
version = {0.4.7},
doi = {10.5281/zenodo.5802522},
url = {iotables.dataobservatory.eu}
}
@article{bodo_antal_puha_2020,
author = {Bodó, Balázs and Antal, Dániel and Puha, Zoltán},
journal = {PLOS ONE},
publisher = {Public Library of Science},
title = {Can scholarly pirate libraries bridge the knowledge access gap? An empirical study on the structural conditions of book piracy in global and European academia},
year = {2020},
month = {12},
volume = {15},
url = {https://doi.org/10.1371/journal.pone.0242509},
pages = {1-25},
abstract = {Library Genesis is one of the oldest and largest illegal scholarly book collections online. Without the authorization of copyright holders, this shadow library hosts and makes more than 2 million scholarly publications, monographs, and textbooks available. This paper analyzes a set of weblogs of one of the Library Genesis mirrors, provided to us by one of the service’s administrators. We reconstruct the social and economic factors that drive the global and European demand for illicit scholarly literature. In particular, we test if lower income regions can compensate for the shortcomings in legal access infrastructures by more intensive use of illicit open resources. We found that while richer regions are the most intensive users of shadow libraries, poorer regions face structural limitations that prevent them from fully capitalizing on freely accessible knowledge. We discuss these findings in the wider context of open access publishing, and point out that open access knowledge, if not met with proper knowledge absorption infrastructures, has limited usefulness in addressing knowledge access and production inequalities.},
number = {12},
doi = {10.1371/journal.pone.0242509}
}
@Book{xie2015,
title = {Dynamic Documents with {R} and knitr},
author = {Yihui Xie},
publisher = {Chapman and Hall/CRC},
address = {Boca Raton, Florida},
year = {2015},
edition = {2nd},
note = {ISBN 978-1498716963},
url = {http://yihui.org/knitr/},
}
@book{sahu_bayesian_2022,
title = {Bayesian Modelling of Spatio-Temporal Data with R.},
isbn = {978-0-429-31844-3 978-1-00-054361-2 978-1-00-054369-8},
url = {https://www.taylorfrancis.com/books/e/9780429318443},
author = {Sahu, Sujit Kumar},
urldate = {2022-01-15},
date = {2022},
year = 2022,
note = {{OCLC}: 1273727413},
keywords = {R, Baysian data analysis}
}
@article{framework_for_opa_2020,
author = {Hoces de la Guardia, Fernando and Grant, Sean and Miguel, Edward},
title = "{A framework for open policy analysis}",
journal = {Science and Public Policy},
volume = {48},
number = {2},
pages = {154-163},
year = {2020},
month = {12},
abstract = "{The evidence-based policy movement promotes the use of empirical evidence to inform policy decision-making. While several social science disciplines are undergoing a ‘credibility revolution’ focused on openness and replication, policy analysis has yet to systematically embrace transparency and reproducibility. We argue that policy analysis should adopt the open research practices increasingly espoused in related disciplines to advance the credibility of evidence-based policy making. We first discuss the importance of evidence-based policy in an era of increasing disagreement about facts, analysis, and expertise. We present a novel framework for ‘open’ policy analysis (OPA) and how to achieve it, focusing on examples of recent policy analyses that have incorporated open research practices such as transparent reporting, open data, and code sharing. We conclude with recommendations on how key stakeholders in evidence-based policy can make OPA the norm and thus safeguard trust in using empirical evidence to inform important public policy decisions.}",
issn = {0302-3427},
doi = {10.1093/scipol/scaa067},
url = {https://doi.org/10.1093/scipol/scaa067},
eprint = {https://academic.oup.com/spp/article-pdf/48/2/154/38817056/scaa067.pdf},
}
@inbook{slomczynski_principles_survey_data_recycling_2018,
author = {Slomczynski, Kazimierz M. and Tomescu-Dubrow, Irina},
publisher = {John Wiley & Sons, Ltd},
isbn = {9781118884997},
title = {Basic Principles of Survey Data Recycling},
booktitle = {Advances in Comparative Survey Methods},
chapter = {43},
pages = {937-962},
doi = {https://doi.org/10.1002/9781118884997.ch43},
url = {https://onlinelibrary.wiley.com/doi/abs/10.1002/9781118884997.ch43},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1002/9781118884997.ch43},
year = {2018}
}
@book{kitzes_practice_2018,
edition = {1},
title = {The Practice of Reproducible Research},
isbn = {978-0-520-29474-5},
url = {http://www.jstor.org/stable/10.1525/j.ctv1wxsc7},
publisher = {University of California Press},
editorb = {Kitzes, Justin and Turek, Daniel and Deniz, Fatma},
editorbtype = {redactor},
urldate = {2022-01-21},
date = {2018}
}