Data Science with R for Psychologists and Healthcare Professionals Book Reviews
Data Science with R for Psychologists and Healthcare Professionals by Christian Ryan Book Summary
This introduction to R for students of psychology and health sciences aims to fast-track the reader through some of the most difficult aspects of learning to do data analysis and statistics. It demonstrates the benefits for reproducibility and reliability of using a programming language over commercial software packages such as SPSS. The early chapters build at a gentle pace, to give the reader confidence in moving from a point-and-click software environment, to the more robust and reliable world of statistical coding. This is a thoroughly modern and up-to-date approach using RStudio and the tidyverse. A range of R packages relevant to psychological research are discussed in detail. A great deal of research in the health sciences concerns questionnaire data, which may require recoding, aggregation and transformation before quantitative techniques and statistical analysis can be applied. R offers many useful and transparent functions to process data and check psychometric properties. These are illustrated in detail, along with a wide range of tools R affords for data visualisation. Many introductory statistics books for the health sciences rely on toy examples - in contrast, this book benefits from utilising open datasets from published psychological studies, to both motivate and demonstrate the transition from data manipulation and analysis to published report. R Markdown is becoming the preferred method for communicating in the open science community. This book also covers the detail of how to integrate the use of R Markdown documents into the research workflow and how to use these in preparing manuscripts for publication, adhering to the latest APA style guidelines.
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| Book Name | Data Science with R for Psychologists and Healthcare Professionals |
| Genre | Economics |
| Author | Christian Ryan |
| Published | 22 December 2021, Wednesday |
| Language | English |
| E-Book Size | 16.09 MB |
Data Science with R for Psychologists and Healthcare Professionals (Christian Ryan) Book Reviews 2024
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| data-science-with-r-for-psychologists-an-ebook.epub | EPUB |
| data-science-with-r-for-psychologists-an-ebook.kindle | KINDLE |
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Summary of Data Science with R for Psychologists and Healthcare Professionals by Christian Ryan
The Data Science with R for Psychologists and Healthcare Professionals book written by Christian Ryan was published on 22 December 2021, Wednesday in the Economics category. A total of 26 readers of the book gave the book 0 points out of 5.
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