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Working with Data in Public Health: A Practical Pathway with R de Peng Zhao

Working with Data in Public Health: A Practical Pathway with R

Autor Peng Zhao
en Limba Engleză Paperback – 31 mar 2024
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.
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Specificații

ISBN-13: 9789819901371
ISBN-10: 9819901375
Pagini: 194
Ilustrații: XIII, 194 p. 46 illus., 33 illus. in color.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.33 kg
Ediția:2023
Editura: Springer Nature Singapore
Colecția Springer
Locul publicării:Singapore, Singapore

Cuprins

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.

Notă biografică

Dr. Peng Zhao is an Assistant Professor at Xi'an Jiaotong-Liverpool University. He got a B.Sc. and an M.Sc. 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. 

Textul de pe ultima copertă

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.

Caracteristici

Demonstrates a complete pathway from research design to academic publications Shares reproducible examples in public health Works with data in a practical way