Pub Date : 2023-09-27DOI: 10.1162/99608f92.6b049957
Roderick J. Little
{"title":"The “Law of Large Populations” Does Not Herald a Paradigm Shift in Survey Sampling","authors":"Roderick J. Little","doi":"10.1162/99608f92.6b049957","DOIUrl":"https://doi.org/10.1162/99608f92.6b049957","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135535252","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-22DOI: 10.1162/99608f92.707dff70
Robin J. Boyd
{"title":"Is It Time for a New Paradigm in Biodiversity Monitoring? Lessons From Opinion Polling","authors":"Robin J. Boyd","doi":"10.1162/99608f92.707dff70","DOIUrl":"https://doi.org/10.1162/99608f92.707dff70","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136059472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-19DOI: 10.1162/99608f92.a02188d0
Oliver L. Pescott
{"title":"Seek a Paradigm and Distrust It? Statistical Arguments and the Representation of Uncertainty","authors":"Oliver L. Pescott","doi":"10.1162/99608f92.a02188d0","DOIUrl":"https://doi.org/10.1162/99608f92.a02188d0","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135108436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-09-12DOI: 10.1162/99608f92.bc6818d3
Pavlos Msaouel
{"title":"The Role of Sampling in Medicine","authors":"Pavlos Msaouel","doi":"10.1162/99608f92.bc6818d3","DOIUrl":"https://doi.org/10.1162/99608f92.bc6818d3","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135878839","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-04-27DOI: 10.1162/99608f92.81172cdd
Nancy Reid
{"title":"On “A conversation with Sir David Cox”","authors":"Nancy Reid","doi":"10.1162/99608f92.81172cdd","DOIUrl":"https://doi.org/10.1162/99608f92.81172cdd","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136119543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-26DOI: 10.1162/99608f92.d3b2eadd
Deniz Marti, Michael D. Smith
Data science education increasingly involves human subjects and societal issues such as privacy, ethics, and fairness. Data scientists need to be equipped with skills to tackle the complexities of the societal context surrounding their data science work. In this article, we offer insights into how to structure our data science classes so that they motivate students to deeply engage with material about societal context and lean toward the types of conversations that will produce long-lasting growth in critical thinking skills. In particular, we describe a novel assessment tool called participation portfolio, which is motivated by a framework that promotes student autonomy, self-reflection, and the building of a learning community. We compare studentsâ participation before and after implementing this assessment tool, and our results suggest that this tool increased student participation and helped them move toward course learning objectives.
{"title":"Motivating Data Science Students to Participate and Learn","authors":"Deniz Marti, Michael D. Smith","doi":"10.1162/99608f92.d3b2eadd","DOIUrl":"https://doi.org/10.1162/99608f92.d3b2eadd","url":null,"abstract":"Data science education increasingly involves human subjects and societal issues such as privacy, ethics, and fairness. Data scientists need to be equipped with skills to tackle the complexities of the societal context surrounding their data science work. In this article, we offer insights into how to structure our data science classes so that they motivate students to deeply engage with material about societal context and lean toward the types of conversations that will produce long-lasting growth in critical thinking skills. In particular, we describe a novel assessment tool called participation portfolio, which is motivated by a framework that promotes student autonomy, self-reflection, and the building of a learning community. We compare studentsâ participation before and after implementing this assessment tool, and our results suggest that this tool increased student participation and helped them move toward course learning objectives.","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135908576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-27DOI: 10.1162/99608f92.13e1d60e
Sevgui Erman, E. Rancourt, Yanick Beaucage, André Loranger
{"title":"The Use of Data Science in a National Statistical Office","authors":"Sevgui Erman, E. Rancourt, Yanick Beaucage, André Loranger","doi":"10.1162/99608f92.13e1d60e","DOIUrl":"https://doi.org/10.1162/99608f92.13e1d60e","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47651969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-27DOI: 10.1162/99608f92.ad105ec8
F. Dominici, Elizabeth Langdon-Gray, D. Parkes
{"title":"Spinning Up a Data Science Initiative at Harvard","authors":"F. Dominici, Elizabeth Langdon-Gray, D. Parkes","doi":"10.1162/99608f92.ad105ec8","DOIUrl":"https://doi.org/10.1162/99608f92.ad105ec8","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41897838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-27DOI: 10.1162/99608f92.3c7b563e
Edwin Agnew, C. Rudin
{"title":"Can a Computer Really Write Poetry?","authors":"Edwin Agnew, C. Rudin","doi":"10.1162/99608f92.3c7b563e","DOIUrl":"https://doi.org/10.1162/99608f92.3c7b563e","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42992227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-10-27DOI: 10.1162/99608f92.dec7d780
P. Dawid, Ambuj Tewari
{"title":"On Learnability Under General Stochastic Processes","authors":"P. Dawid, Ambuj Tewari","doi":"10.1162/99608f92.dec7d780","DOIUrl":"https://doi.org/10.1162/99608f92.dec7d780","url":null,"abstract":"","PeriodicalId":73195,"journal":{"name":"Harvard data science review","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45151228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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