Working with Data in Public Health: A Prac...

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Beschreibung

This book provides a complete practical guide of processing data in public health with R language. On the basis of the author¿s research and teaching experiences, this book serves either as a textbook for undergraduates and graduates in public health or as a tutorial for self-learning. Many first-hand examples are presented with source data, R scripts, and graphs, as well as detailed explanations, which could be easily reproduced by readers so as to better understand the data processing principles and procedures. Popular and novel R packages in public health are introduced as well.

Über den Autor

Dr. Peng Zhao is an Assistant Professor at Xi'an Jiaotong-Liverpool University. He got a [...]. and an [...]. from Peking University, and a Ph.D. from the University of Bayreuth. He used to work as a post-doc at the University of Innsbruck and the Max Planck Institute. He is the module leader of the undergraduate modules "Methods for Analysing Public Health IV: Working in the Field: Data" and "Statistics for Environmental Scientists". He published the books "Learning R: From the Very beginning" in 2018 and "Modern Statistical Graphs" in 2021 as the first author of both.

Inhaltsverzeichnis

Part I. Collecting data.- Research design.- Sampling data.- Part II. Processing data.- Cleaning data.- Data types.- Part III. Analyzing data.- Statistics.- Hypothesis testing.- Model.- R packages in public health.- Part IV. Visualizing data.- Basic graphs.- Advanced plotting packages.- Interactive graphs.- Part V. Presenting data.- Data reports.- poster and slides.- Manuscript and Thesis.- Part VI. Managing data.- Project management.- Appendix.

Details

Erscheinungsjahr:	2024
Fachbereich:	Allgemeines
Genre:	Geowissenschaften , Importe
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xiii 194 S. 13 s/w Illustr. 33 farbige Illustr. 194 p. 46 illus. 33 illus. in color.
ISBN-13:	9789819901371
ISBN-10:	9819901375
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Zhao, Peng
Hersteller:	Springer Springer Singapore Springer Nature Singapore
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	235 x 155 x 12 mm
Von/Mit:	Peng Zhao
Erscheinungsdatum:	31.03.2024
Gewicht:	0,324 kg