Matches in SemOpenAlex for { <https://semopenalex.org/work/W4244185376> ?p ?o ?g. }
- W4244185376 endingPage "237802311984980" @default.
- W4244185376 startingPage "237802311984980" @default.
- W4244185376 abstract "Reproducibility is fundamental to science, and an important component of reproducibility is computational reproducibility: the ability of a researcher to recreate the results of a published study using the original author's raw data and code. Although most people agree that computational reproducibility is important, it is still difficult to achieve in practice. In this article, the authors describe their approach to enabling computational reproducibility for the 12 articles in this special issue of Socius about the Fragile Families Challenge. The approach draws on two tools commonly used by professional software engineers but not widely used by academic researchers: software containers (e.g., Docker) and cloud computing (e.g., Amazon Web Services). These tools made it possible to standardize the computing environment around each submission, which will ease computational reproducibility both today and in the future. Drawing on their successes and struggles, the authors conclude with recommendations to researchers and journals." @default.
- W4244185376 created "2022-05-12" @default.
- W4244185376 creator A5006192633 @default.
- W4244185376 creator A5058815871 @default.
- W4244185376 date "2019-01-01" @default.
- W4244185376 modified "2023-09-26" @default.
- W4244185376 title "Successes and Struggles with Computational Reproducibility: Lessons from the Fragile Families Challenge" @default.
- W4244185376 cites W1574680346 @default.
- W4244185376 cites W1595114968 @default.
- W4244185376 cites W1622128722 @default.
- W4244185376 cites W1767470961 @default.
- W4244185376 cites W2003753076 @default.
- W4244185376 cites W2008985174 @default.
- W4244185376 cites W2010191214 @default.
- W4244185376 cites W2015265189 @default.
- W4244185376 cites W2020859734 @default.
- W4244185376 cites W2022406334 @default.
- W4244185376 cites W2031739072 @default.
- W4244185376 cites W2034159788 @default.
- W4244185376 cites W2036318837 @default.
- W4244185376 cites W2037620269 @default.
- W4244185376 cites W2047864778 @default.
- W4244185376 cites W2056590450 @default.
- W4244185376 cites W2072327049 @default.
- W4244185376 cites W2072620887 @default.
- W4244185376 cites W2072876893 @default.
- W4244185376 cites W2076918656 @default.
- W4244185376 cites W2097111276 @default.
- W4244185376 cites W2104279568 @default.
- W4244185376 cites W2110536255 @default.
- W4244185376 cites W2113315346 @default.
- W4244185376 cites W2115148249 @default.
- W4244185376 cites W2126645252 @default.
- W4244185376 cites W2129850955 @default.
- W4244185376 cites W2139210474 @default.
- W4244185376 cites W2141884130 @default.
- W4244185376 cites W2142491263 @default.
- W4244185376 cites W2143083982 @default.
- W4244185376 cites W2143964357 @default.
- W4244185376 cites W2169512394 @default.
- W4244185376 cites W2224340517 @default.
- W4244185376 cites W2245578156 @default.
- W4244185376 cites W2283438976 @default.
- W4244185376 cites W2300136894 @default.
- W4244185376 cites W2303220852 @default.
- W4244185376 cites W2308584766 @default.
- W4244185376 cites W2314821163 @default.
- W4244185376 cites W2390706404 @default.
- W4244185376 cites W2414283705 @default.
- W4244185376 cites W2431100065 @default.
- W4244185376 cites W2466372953 @default.
- W4244185376 cites W2496371950 @default.
- W4244185376 cites W2526372752 @default.
- W4244185376 cites W2526755464 @default.
- W4244185376 cites W2531377616 @default.
- W4244185376 cites W2538248335 @default.
- W4244185376 cites W2552170990 @default.
- W4244185376 cites W2557007068 @default.
- W4244185376 cites W2560471521 @default.
- W4244185376 cites W2591218273 @default.
- W4244185376 cites W2611817757 @default.
- W4244185376 cites W2612791305 @default.
- W4244185376 cites W2613409207 @default.
- W4244185376 cites W2732561774 @default.
- W4244185376 cites W2734665458 @default.
- W4244185376 cites W2750410182 @default.
- W4244185376 cites W2750943285 @default.
- W4244185376 cites W2769343048 @default.
- W4244185376 cites W2782278703 @default.
- W4244185376 cites W2782446622 @default.
- W4244185376 cites W2783892247 @default.
- W4244185376 cites W2783994736 @default.
- W4244185376 cites W2787225861 @default.
- W4244185376 cites W2789816182 @default.
- W4244185376 cites W2790735892 @default.
- W4244185376 cites W2791930863 @default.
- W4244185376 cites W2793219767 @default.
- W4244185376 cites W2793993424 @default.
- W4244185376 cites W2810369529 @default.
- W4244185376 cites W28412257 @default.
- W4244185376 cites W2885658721 @default.
- W4244185376 cites W2887154390 @default.
- W4244185376 cites W2890494777 @default.
- W4244185376 cites W2899002317 @default.
- W4244185376 cites W2902928317 @default.
- W4244185376 cites W2904086393 @default.
- W4244185376 cites W2907727674 @default.
- W4244185376 cites W2945976633 @default.
- W4244185376 cites W2951034038 @default.
- W4244185376 cites W2951092176 @default.
- W4244185376 cites W2952768760 @default.
- W4244185376 cites W2963508088 @default.
- W4244185376 cites W2963957599 @default.
- W4244185376 cites W2964062642 @default.
- W4244185376 cites W2972665421 @default.
- W4244185376 cites W2972747008 @default.
- W4244185376 cites W2973061162 @default.
- W4244185376 cites W3099160309 @default.