Building reproducible analytical pipelines with R

Medientyp: Buch

Titel: Building reproducible analytical pipelines with R

Enthält: Introduction -- Before we start -- Project start -- Version control with Git -- Collaborating using Trunk-based development -- Functional programming -- Literate programming -- Rewriting our project -- Basic reproducibility: freezing packages -- Packaging your code -- Testing your code -- Build automation with targets -- Reproducible analytical pipelines with Docker -- Continuous integration and continuous deployment

Beteiligte: Rodrigues, Bruno [VerfasserIn]

Erschienen: [Erscheinungsort nicht ermittelbar]: [Bruno Rodrigues], 2023-10-03

Umfang: viii, 516 Seiten; Illustrationen; 23 cm

Sprache: Englisch

ISBN: 9798396824621

RVK-Notation: ST 250 : Einzelne Programmiersprachen (A-Z)

Schlagwörter: R (Computer program language) ; Quantitative research ; R (Langage de programmation) ; Recherche quantitative

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Beschreibung: The aim of this book is to teach you how to use some of the best practices from software engineering and DevOps to make your projects robust, reliable and reproducible. It doesn't matter if you work alone, in a small or in a big team. It doesn't matter if your work gets (peer-)reviewed or audited: the techniques presented in this book will make your proejcts more reliable and save yo ua lot of frustration!

Building reproducible analytical pipelines with R

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