eBook - ePub
Biostatistics with Python
Apply Python for biostatistics with hands-on biomedical and biotechnology projects
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Biostatistics with Python
Apply Python for biostatistics with hands-on biomedical and biotechnology projects
About this book
Learn how to utilize biostatistics with Python for excelling in research and biomedical professions with practical exemplar projects
Key Features
- Bridge the gap between biostatistics and life sciences with Python
- Work with practical exercises for real-world data analysis in biology and medicine
- Access a portfolio of exemplar projects in the domains of biomedicine, biotechnology, and biology
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description
This book leverages the author's decade-long experience in biostatistics and data science to simplify the practical use of biostatistics with Python. The chapters show you how to clean and describe your data effectively, setting a solid foundation for accurate analysis and proficiency in biostatistical inference to help you draw meaningful conclusions from your data through hypothesis testing and effect size analysis. The book walks you through predictive modeling to harness the power of Python to create robust predictive analytics that can drive your research and professional projects forward. You'll explore clinical biostatistics, learn how to design studies, conduct survival analysis, and synthesize evidence from multiple studies with meta-analysis – skills that are crucial for making informed decisions based on comprehensive data reviews. The concluding chapters will enhance your ability to analyze biological variables, enabling you to perform detailed and accurate data analysis for biological research. This book's unique blend of biostatistics and Python helps you find practical solutions that make complex concepts easy to grasp and apply. By the end of this biostatistics book, you'll have moved from theoretical knowledge to practical experience, allowing you to perform biostatistical analysis confidently and accurately.What you will learn
- Get to grips with the basics of biostatistics and Python programming
- Clean and describe data using Python
- Familiarize yourself with hypothesis testing and effect size analysis
- Explore predictive modeling in biostatistics
- Understand clinical study design and survival analysis
- Gain a clear understanding of the meta-analysis of clinical research data
- Analyze biological variables with Python
- Discover practical data analysis for biological research
Who this book is for
This book is for life science professionals, researchers, biomedical professionals, and aspiring biostatisticians who want to integrate biostatistics into their work or research. A basic understanding of life sciences, biology, or medicine is recommended to fully benefit from this book.
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Yes, you can access Biostatistics with Python by Darko Medin in PDF and/or ePUB format, as well as other popular books in Medicine & Biostatistics. We have over one million books available in our catalogue for you to explore.
Information
Topic
MedicineSubtopic
BiostatisticsTable of contents
- Biostatistics with Python
- Contributors
- About the reviewers
- Preface
- Part 1:Introduction to Biostatistics and Getting Started with Python
- 1
- 2
- 3
- 4
- Part 2:Introduction to Python for Biostatistics – Methodology and Examples
- 5
- 6
- 7
- 8
- 9
- Part 3:Clinical Study Design, Analysis, and Synthesizing Evidence
- 10
- 11
- 12
- 13
- 14
- Part 4:Biological and Statistical Variables and Frameworks, and a Final Practical Project from the Field of Biology
- 15
- 16
- 17
- Index
- Other Books You May Enjoy