{"title":"如何改善你与未来自我的关系","authors":"Jake Bowers, M. Voors","doi":"10.4067/S0718-090X2016000300011","DOIUrl":null,"url":null,"abstract":"This essay provides practical advice about how to do transparent and reproducible data analysis and writing. We note that doing research in this way today will not only improve the cumulation of knowledge within a discipline, but it will also improve the life of the researcher tomorrow. We organize the argument around a series of homilies that lead to concrete actions. (1) Data analysis is computer programming. (2) No data analyst is an island for long. (3) The territory of data analysis requires maps. (4) Version control prevents clobbering, reconciles history, and helps organize work. (5) Testing minimizes error. (6) Work *can* be reproducible. (7) Research ought to be credible communication.","PeriodicalId":45507,"journal":{"name":"Revista De Ciencia Politica","volume":"29 1","pages":"829-848"},"PeriodicalIF":1.5000,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Cómo mejorar su relación con su futuro yo\",\"authors\":\"Jake Bowers, M. Voors\",\"doi\":\"10.4067/S0718-090X2016000300011\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This essay provides practical advice about how to do transparent and reproducible data analysis and writing. We note that doing research in this way today will not only improve the cumulation of knowledge within a discipline, but it will also improve the life of the researcher tomorrow. We organize the argument around a series of homilies that lead to concrete actions. (1) Data analysis is computer programming. (2) No data analyst is an island for long. (3) The territory of data analysis requires maps. (4) Version control prevents clobbering, reconciles history, and helps organize work. (5) Testing minimizes error. (6) Work *can* be reproducible. (7) Research ought to be credible communication.\",\"PeriodicalId\":45507,\"journal\":{\"name\":\"Revista De Ciencia Politica\",\"volume\":\"29 1\",\"pages\":\"829-848\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2016-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Revista De Ciencia Politica\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://doi.org/10.4067/S0718-090X2016000300011\",\"RegionNum\":3,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"POLITICAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Revista De Ciencia Politica","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.4067/S0718-090X2016000300011","RegionNum":3,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"POLITICAL SCIENCE","Score":null,"Total":0}
This essay provides practical advice about how to do transparent and reproducible data analysis and writing. We note that doing research in this way today will not only improve the cumulation of knowledge within a discipline, but it will also improve the life of the researcher tomorrow. We organize the argument around a series of homilies that lead to concrete actions. (1) Data analysis is computer programming. (2) No data analyst is an island for long. (3) The territory of data analysis requires maps. (4) Version control prevents clobbering, reconciles history, and helps organize work. (5) Testing minimizes error. (6) Work *can* be reproducible. (7) Research ought to be credible communication.
期刊介绍：
The Revista de Ciencia Política is an international and refereed journal published by the Instituto de Ciencia Política of the Pontificia Uniersidad Católica de Chile. It appears twice a year in July and December and publishes articles in all areas of Political Science. It was founded in 1979. The editorial policies of the Revista de Ciencia Política encompass all areas of specialization and methodological approaches within Political Science. The journal promotes the academic discussion of present and past political phenomena, as well as conceptual analyses, from the perspective of the various sub-disciplines of Political Science: Political Theory, Comparative Politics, Interrnationnal Relations, Formal Analysis, Regional Studies, etc.
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