Foundations of Biostatistics. 1st ed. 2018

種類:

電子ブック

責任表示:

by M. Ataharul Islam, Abdullah Al-Shiha

出版情報:

Singapore : Springer Nature Singapore : Imprint: Springer, 2018

著者名:

• Islam, M. Ataharul.
• Al-Shiha, Abdullah.
• SpringerLink (Online service)

ISBN:

9789811086274 [9811086273]    

注記:

Chapter 1. Basic Concepts, Organizing and Displaying Data -- Chapter 2. Basic Summary Statistics -- Chapter 3. Basic Probability Concepts -- Chapter 4. Probability Distributions. Discrete -- Chapter 5. Probability Distributions: Continuous -- Chapter 6. Sampling Distribution -- Chapter 7. Estimation -- Chapter 8. Hypothesis Testing -- Chapter 9. Correlation and Regression -- Chapter 10. Analysis of Variance -- Chapter 11. Survival Analysis.
This book offers a comprehensive guide to essential techniques and methods in biostatistics, addressing the underlying concepts to aid in comprehension. The use of biostatistics techniques has increased manifold in the recent past, due to their suitability for applications in a wide range of problems in various fields. This book helps learners grasp the materials in detail, equipping them to use biostatistics techniques independently and confidently. The book starts with a summary of background materials, followed by methods and techniques. As such, with only minimum guidance from teachers, this book can provide materials for self-learning of biostatistics techniques with a deeper level of understanding. The first two chapters focus on fundamental concepts, sources of data, data types, organization of data, and descriptive statistics, followed by the basic probability concepts, distributions and sampling distributions needed in order to combine descriptive statistics with inferential techniques. Estimation an

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