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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.
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.
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.
| Erscheinungsjahr: | 2020 |
|---|---|
| Fachbereich: | Grundlagen (Methodik & Statistik) |
| Genre: | Psychologie |
| Rubrik: | Geisteswissenschaften |
| Medium: | Taschenbuch |
| Seiten: | 276 |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9780367143985 |
| ISBN-10: | 0367143984 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Gandrud, Christopher |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 235 x 159 x 20 mm |
| Von/Mit: | Christopher Gandrud |
| Erscheinungsdatum: | 13.02.2020 |
| Gewicht: | 0,491 kg |
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.
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.
| Erscheinungsjahr: | 2020 |
|---|---|
| Fachbereich: | Grundlagen (Methodik & Statistik) |
| Genre: | Psychologie |
| Rubrik: | Geisteswissenschaften |
| Medium: | Taschenbuch |
| Seiten: | 276 |
| Inhalt: | Einband - flex.(Paperback) |
| ISBN-13: | 9780367143985 |
| ISBN-10: | 0367143984 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Gandrud, Christopher |
| Hersteller: | Taylor & Francis Ltd |
| Maße: | 235 x 159 x 20 mm |
| Von/Mit: | Christopher Gandrud |
| Erscheinungsdatum: | 13.02.2020 |
| Gewicht: | 0,491 kg |
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