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Foundations of Biostatistics

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Books : Other : English
 
Description
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 and tests of hypotheses are
illustrated in two separate chapters. Important measures of association, linear regression, analysis of variance and
logistic regression, and proportional hazards models are then presented systematically, ensuring that the book covers
the topics most essential to students and users of biostatistics in connection with a wide range of applications in
various fields. The book has been carefully structured, and the content is presented in a sequence covering the
essential background in a highly systematic manner, supporting the learning process by presenting theory and
applications that complement one another.

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