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Reproducible Research with R and RStudio
Taschenbuch von Christopher Gandrud
Sprache: Englisch

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Beschreibung

Brings together the skills and tools needed for doing and presenting computational research. Using straightforward examples, the book takes you through an entire reproducible research workflow.

Brings together the skills and tools needed for doing and presenting computational research. Using straightforward examples, the book takes you through an entire reproducible research workflow.

Über den Autor

Christopher Gandrud is Head of Economics and Experimentation at Zalando SE where he leads teams of social data scientists and software engineers building large scale automated decision-making systems. He was previously a research fellow at the Institute for Quantitative Social Science, Harvard University developing statistical software for the social and physical sciences. He has published many articles in peer-reviewed journals, including the Journal of Common Market Studies, Review of International Political Economy, Political Science Research and Methods, Journal of Statistical Software, and International Political Science Review. He earned a PhD in quantitative political science from the London School of Economics.

Inhaltsverzeichnis

Introducing Reproducible Research. Getting Started with Reproducible Research. Getting Started with R, RStudio, and knitr/R Markdown. Getting Started with File Management. Storing, Collaborating, Accessing Files, and Versioning. Gathering Data with R. Preparing Data for Analysis. Statistical Modeling and knitr/R Markdown. Showing Results with Tables. Showing Results with Figures. Presenting with LaTeX. Presenting in a Variety of Formats with R Markdown. Conclusion.

Details
Erscheinungsjahr: 2020
Fachbereich: Anwendungs-Software
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367143985
ISBN-10: 0367143984
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Gandrud, Christopher
Hersteller: Taylor & Francis Ltd
Verantwortliche Person für die EU: Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 235 x 159 x 20 mm
Von/Mit: Christopher Gandrud
Erscheinungsdatum: 13.02.2020
Gewicht: 0,491 kg
Artikel-ID: 118056279
Über den Autor

Christopher Gandrud is Head of Economics and Experimentation at Zalando SE where he leads teams of social data scientists and software engineers building large scale automated decision-making systems. He was previously a research fellow at the Institute for Quantitative Social Science, Harvard University developing statistical software for the social and physical sciences. He has published many articles in peer-reviewed journals, including the Journal of Common Market Studies, Review of International Political Economy, Political Science Research and Methods, Journal of Statistical Software, and International Political Science Review. He earned a PhD in quantitative political science from the London School of Economics.

Inhaltsverzeichnis

Introducing Reproducible Research. Getting Started with Reproducible Research. Getting Started with R, RStudio, and knitr/R Markdown. Getting Started with File Management. Storing, Collaborating, Accessing Files, and Versioning. Gathering Data with R. Preparing Data for Analysis. Statistical Modeling and knitr/R Markdown. Showing Results with Tables. Showing Results with Figures. Presenting with LaTeX. Presenting in a Variety of Formats with R Markdown. Conclusion.

Details
Erscheinungsjahr: 2020
Fachbereich: Anwendungs-Software
Genre: Importe, Informatik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367143985
ISBN-10: 0367143984
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Gandrud, Christopher
Hersteller: Taylor & Francis Ltd
Verantwortliche Person für die EU: Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 235 x 159 x 20 mm
Von/Mit: Christopher Gandrud
Erscheinungsdatum: 13.02.2020
Gewicht: 0,491 kg
Artikel-ID: 118056279
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