The American Statistician, Volume 72, Issue 1 (2018)

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The American Statistician, Volume 72, Issue 1 (2018)

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Special Issue on Data Science

Editorial

Editorial
Introduction: Special Issue on Data Science
Hadley Wickham, Jennifer Bryan & Nicole Lazar
Page: 1
Published online: 24 Apr 2018
CitationforIntroduction: Special Issue on Data Science | Full Text | PDF (192.3 KB)
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Free Access

Article

Article
Data Organization in Spreadsheets
Karl W. Broman & Kara H. Woo
Pages: 2-10
Published online: 24 Apr 2018
AbstractforData Organization in Spreadsheets | Full Text | References | PDF (3.6 MB)
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Open Access
Article
Documenting and Evaluating Data Science Contributions in Academic Promotion in Departments of Statistics and Biostatistics
Lance A. Waller
Pages: 11-19
Published online: 24 Apr 2018
AbstractforDocumenting and Evaluating Data Science Contributions in Academic Promotion in Departments of Statistics and Biostatistics | Full Text | References | PDF (444.2 KB)
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Article
Excuse Me, Do You Have a Moment to Talk About Version Control?
Jennifer Bryan
Pages: 20-27
Published online: 24 Apr 2018
AbstractforExcuse Me, Do You Have a Moment to Talk About Version Control? | Full Text | References | PDF (1.5 MB) | Supplemental
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Article
Extending R with C++: A Brief Introduction to Rcpp
Dirk Eddelbuettel & James Joseph Balamuta
Pages: 28-36
Published online: 24 Apr 2018
AbstractforExtending R with C++: A Brief Introduction to Rcpp | Full Text | References | PDF (3 MB) | Supplemental
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Article
Forecasting at Scale
Sean J. Taylor & Benjamin Letham
Pages: 37-45
Published online: 24 Apr 2018
AbstractforForecasting at Scale | Full Text | References | PDF (3 MB)
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Article
How R Helps Airbnb Make the Most of its Data
Ricardo Bion, Robert Chang & Jason Goodman
Pages: 46-52
Published online: 24 Apr 2018
AbstractforHow R Helps Airbnb Make the Most of its Data | Full Text | References | PDF (1.5 MB)
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Article
How to Share Data for Collaboration
Shannon E. Ellis & Jeffrey T. Leek
Pages: 53-57
Published online: 24 Apr 2018
AbstractforHow to Share Data for Collaboration | Full Text | References | PDF (2.2 MB)
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Article
Infrastructure and Tools for Teaching Computing Throughout the Statistical Curriculum
Mine Çetinkaya-Rundel & Colin Rundel
Pages: 58-65
Published online: 24 Apr 2018
AbstractforInfrastructure and Tools for Teaching Computing Throughout the Statistical Curriculum | Full Text | References | PDF (1.6 MB) | Supplemental
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Article
Lessons From Between the White Lines for Isolated Data Scientists
Benjamin S. Baumer
Pages: 66-71
Published online: 24 Apr 2018
AbstractforLessons From Between the White Lines for Isolated Data Scientists | Full Text | References | PDF (455.3 KB)
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Article
Modeling Offensive Player Movement in Professional Basketball
Steven Wu & Luke Bornn
Pages: 72-79
Published online: 24 Apr 2018
AbstractforModeling Offensive Player Movement in Professional Basketball | Full Text | References | PDF (2.1 MB)
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Article
Packaging Data Analytical Work Reproducibly Using R (and Friends)
Ben Marwick, Carl Boettiger & Lincoln Mullen
Pages: 80-88
Published online: 24 Apr 2018
AbstractforPackaging Data Analytical Work Reproducibly Using R (and Friends) | Full Text | References | PDF (1.5 MB)
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Article
Teaching Stats for Data Science
Daniel Kaplan
Pages: 89-96
Published online: 24 Apr 2018
AbstractforTeaching Stats for Data Science | Full Text | References | PDF (2.5 MB)
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Open Access
Article
Wrangling Categorical Data in R
Amelia McNamara & Nicholas J. Horton
Pages: 97-104
Published online: 24 Apr 2018
AbstractforWrangling Categorical Data in R | Full Text | References | PDF (5.5 MB) | Supplemental
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Reviews of Books and Teaching Materials

Book Review
Reviews of Books and Teaching Materials
Pages: 105-113
Published online: 24 Apr 2018
First Page PreviewforReviews of Books and Teaching Materials | Full Text | References | PDF (358.2 KB)
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Letter to the Editor

Letter
Comment on “A Note on Collinearity Diagnostics and Centering” by Velilla (2018)
Ronald Christensen
Pages: 114-117
Published online: 24 Apr 2018
First Page PreviewforComment on “A Note on Collinearity Diagnostics and Centering” by Velilla (2018) | Full Text | References | PDF (321.2 KB)
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Letter
Reply
Santiago Velilla
Pages: 117-119
Published online: 24 Apr 2018
First Page PreviewforReply | Full Text | References | PDF (254.5 KB)
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