Working with Data in Public Health: A Practical Pathway with R
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-ha...
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| Format: | Electronisk eBog |
| Sprog: | engelsk |
| Udgivet: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
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| Udgivelse: | 1st ed. 2023. |
| Fag: | |
| Online adgang: | https://doi.org/10.1007/978-981-99-0135-7 |
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Indholdsfortegnelse:
- 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.