Biostatistics: A Computing Approach

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Publisher : CRC Press
ISBN 13 : 1584888342
Total Pages : 328 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Biostatistics: A Computing Approach by : Stewart Anderson

Download or read book Biostatistics: A Computing Approach written by Stewart Anderson and published by CRC Press. This book was released on 2011-12-20 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of high-speed computing has facilitated the development of many exciting statistical and mathematical methods in the last 25 years, broadening the landscape of available tools in statistical investigations of complex data. Biostatistics: A Computing Approach focuses on visualization and computational approaches associated with both modern and classical techniques. Furthermore, it promotes computing as a tool for performing both analyses and simulations that can facilitate such understanding. As a practical matter, programs in R and SAS are presented throughout the text. In addition to these programs, appendices describing the basic use of SAS and R are provided. Teaching by example, this book emphasizes the importance of simulation and numerical exploration in a modern-day statistical investigation. A few statistical methods that can be implemented with simple calculations are also worked into the text to build insight about how the methods really work. Suitable for students who have an interest in the application of statistical methods but do not necessarily intend to become statisticians, this book has been developed from Introduction to Biostatistics II, which the author taught for more than a decade at the University of Pittsburgh.

Contemporary Biostatistics with Biopharmaceutical Applications

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Publisher : Springer
ISBN 13 : 303015310X
Total Pages : 339 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Contemporary Biostatistics with Biopharmaceutical Applications by : Lanju Zhang

Download or read book Contemporary Biostatistics with Biopharmaceutical Applications written by Lanju Zhang and published by Springer. This book was released on 2019-07-11 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume presents current research in biostatistics with emphasis on biopharmaceutical applications. Featuring contributions presented at the 2017 ICSA Applied Statistics Symposium held in Chicago, IL on June 25 to 28, 2017, this book explores timely topics that have a high potential impact on statistical methodology and future research in biostatistics and biopharmaceuticals. The theme of this conference was Statistics for a New Generation: Challenges and Opportunities, in recognition of the advent of a new generation of statisticians. The conference attracted statisticians working in academia, government, and industry; domestic and international statisticians. From the conference, the editors selected 28 high-quality presentations and invited the speakers to prepare full chapters for this book. These contributions are divided into four parts: Part I Biostatistical Methodology, Part II Statistical Genetics and Bioinformatics, Part III Regulatory Statistics, and Part IV Biopharmaceutical Research and Applications. Featuring contributions on topics such as statistics in genetics, bioinformatics, biostatistical methodology, and statistical computing, this book is beneficial to researchers, academics, practitioners and policy makers in biostatistics and biopharmaceuticals.

Introduction to Data Analysis and Graphical Presentation in Biostatistics with R

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3319025325
Total Pages : 172 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Introduction to Data Analysis and Graphical Presentation in Biostatistics with R by : Thomas W. MacFarland

Download or read book Introduction to Data Analysis and Graphical Presentation in Biostatistics with R written by Thomas W. MacFarland and published by Springer Science & Business Media. This book was released on 2013-11-19 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through real-world datasets, this book shows the reader how to work with material in biostatistics using the open source software R. These include tools that are critical to dealing with missing data, which is a pressing scientific issue for those engaged in biostatistics. Readers will be equipped to run analyses and make graphical presentations based on the sample dataset and their own data. The hands-on approach will benefit students and ensure the accessibility of this book for readers with a basic understanding of R. Topics include: an introduction to Biostatistics and R, data exploration, descriptive statistics and measures of central tendency, t-Test for independent samples, t-Test for matched pairs, ANOVA, correlation and linear regression, and advice for future work.

Statistics in the Health Sciences

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Publisher : CRC Press
ISBN 13 : 1315293757
Total Pages : 355 pages
Book Rating : 4.3/5 (152 download)

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Book Synopsis Statistics in the Health Sciences by : Albert Vexler

Download or read book Statistics in the Health Sciences written by Albert Vexler and published by CRC Press. This book was released on 2018-01-19 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This very informative book introduces classical and novel statistical methods that can be used by theoretical and applied biostatisticians to develop efficient solutions for real-world problems encountered in clinical trials and epidemiological studies. The authors provide a detailed discussion of methodological and applied issues in parametric, semi-parametric and nonparametric approaches, including computationally extensive data-driven techniques, such as empirical likelihood, sequential procedures, and bootstrap methods. Many of these techniques are implemented using popular software such as R and SAS."— Vlad Dragalin, Professor, Johnson and Johnson, Spring House, PA "It is always a pleasure to come across a new book that covers nearly all facets of a branch of science one thought was so broad, so diverse, and so dynamic that no single book could possibly hope to capture all of the fundamentals as well as directions of the field. The topics within the book’s purview—fundamentals of measure-theoretic probability; parametric and non-parametric statistical inference; central limit theorems; basics of martingale theory; Monte Carlo methods; sequential analysis; sequential change-point detection—are all covered with inspiring clarity and precision. The authors are also very thorough and avail themselves of the most recent scholarship. They provide a detailed account of the state of the art, and bring together results that were previously scattered across disparate disciplines. This makes the book more than just a textbook: it is a panoramic companion to the field of Biostatistics. The book is self-contained, and the concise but careful exposition of material makes it accessible to a wide audience. This is appealing to graduate students interested in getting into the field, and also to professors looking to design a course on the subject." — Aleksey S. Polunchenko, Department of Mathematical Sciences, State University of New York at Binghamton This book should be appropriate for use both as a text and as a reference. This book delivers a "ready-to-go" well-structured product to be employed in developing advanced courses. In this book the readers can find classical and new theoretical methods, open problems and new procedures. The book presents biostatistical results that are novel to the current set of books on the market and results that are even new with respect to the modern scientific literature. Several of these results can be found only in this book.

Essentials of Biostatistics Workbook

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Author :
Publisher : Jones & Bartlett Learning
ISBN 13 : 9780763754778
Total Pages : 148 pages
Book Rating : 4.7/5 (547 download)

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Book Synopsis Essentials of Biostatistics Workbook by : Lisa Marie Sullivan

Download or read book Essentials of Biostatistics Workbook written by Lisa Marie Sullivan and published by Jones & Bartlett Learning. This book was released on 2008 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Methods for Biostatistics and Related Fields

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Publisher : Springer Science & Business Media
ISBN 13 : 354032691X
Total Pages : 373 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Statistical Methods for Biostatistics and Related Fields by : Wolfgang Härdle

Download or read book Statistical Methods for Biostatistics and Related Fields written by Wolfgang Härdle and published by Springer Science & Business Media. This book was released on 2006-11-24 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers a wide range of recent statistical methods that are of interest to scientists in biostatistics as well as in other related fields such as chemometrics, environmetrics and geophysics. The contributed papers, from internationally recognized researchers, present various statistical methodologies together with a selected scope of their main mathematical properties and their application in a real case study.

New Frontiers of Biostatistics and Bioinformatics

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Publisher : Springer
ISBN 13 : 3319993895
Total Pages : 473 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis New Frontiers of Biostatistics and Bioinformatics by : Yichuan Zhao

Download or read book New Frontiers of Biostatistics and Bioinformatics written by Yichuan Zhao and published by Springer. This book was released on 2018-12-05 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is comprised of presentations delivered at the 5th Workshop on Biostatistics and Bioinformatics held in Atlanta on May 5-7, 2017. Featuring twenty-two selected papers from the workshop, this book showcases the most current advances in the field, presenting new methods, theories, and case applications at the frontiers of biostatistics, bioinformatics, and interdisciplinary areas. Biostatistics and bioinformatics have been playing a key role in statistics and other scientific research fields in recent years. The goal of the 5th Workshop on Biostatistics and Bioinformatics was to stimulate research, foster interaction among researchers in field, and offer opportunities for learning and facilitating research collaborations in the era of big data. The resulting volume offers timely insights for researchers, students, and industry practitioners.

Basic Biostatistics for Geneticists and Epidemiologists

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470024917
Total Pages : 384 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Basic Biostatistics for Geneticists and Epidemiologists by : Robert C. Elston

Download or read book Basic Biostatistics for Geneticists and Epidemiologists written by Robert C. Elston and published by John Wiley & Sons. This book was released on 2008-11-20 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Anyone who attempts to read genetics or epidemiology research literature needs to understand the essentials of biostatistics. This book, a revised new edition of the successful Essentials of Biostatistics has been written to provide such an understanding to those who have little or no statistical background and who need to keep abreast of new findings in this fast moving field. Unlike many other elementary books on biostatistics, the main focus of this book is to explain basic concepts needed to understand statistical procedures. This Book: Surveys basic statistical methods used in the genetics and epidemiology literature, including maximum likelihood and least squares. Introduces methods, such as permutation testing and bootstrapping, that are becoming more widely used in both genetic and epidemiological research. Is illustrated throughout with simple examples to clarify the statistical methodology. Explains Bayes’ theorem pictorially. Features exercises, with answers to alternate questions, enabling use as a course text. Written at an elementary mathematical level so that readers with high school mathematics will find the content accessible. Graduate students studying genetic epidemiology, researchers and practitioners from genetics, epidemiology, biology, medical research and statistics will find this an invaluable introduction to statistics.

Biostatistics

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Publisher : Prentice Hall
ISBN 13 : 9780130466167
Total Pages : 0 pages
Book Rating : 4.4/5 (661 download)

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Book Synopsis Biostatistics by : S. Selvin

Download or read book Biostatistics written by S. Selvin and published by Prentice Hall. This book was released on 2004 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: For one-semester undergraduate or master's level introductory courses in Biostatistics. This concise, algebra-based text is a straight forward, clear approach to biostatistics, containing rigorous explanations of elementary methods without the "bells and whistles" associated with other books that cover this topic. Its goal is to provide a sophisticated introduction of how statistics works at a beginning level. Every concept is carefully and clearly explained, enriched by a mathematical/statistical justification, and then illustrated by at least one concrete, worked data example. Beginning with basic concepts, the text allows readers to acquire the ability to understand rather complicated statistical issues, such as linear regression theory and application.

Principles of Biostatistics

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Publisher : CRC Press
ISBN 13 : 0429952457
Total Pages : 767 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Principles of Biostatistics by : Marcello Pagano

Download or read book Principles of Biostatistics written by Marcello Pagano and published by CRC Press. This book was released on 2018-02-19 with total page 767 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edition is a reprint of the second edition published in 2000 by Brooks/Cole and then Cengage Learning. Principles of Biostatistics is aimed at students in the biological and health sciences who wish to learn modern research methods. It is based on a required course offered at the Harvard School of Public Health. In addition to these graduate students, many health professionals from the Harvard medical area attend as well. The book is divided into three parts. The first five chapters deal with collections of numbers and ways in which to summarize, explore, and explain them. The next two chapters focus on probability and introduce the tools needed for the subsequent investigation of uncertainty. It is only in the eighth chapter and thereafter that the authors distinguish between populations and samples and begin to investigate the inherent variability introduced by sampling, thus progressing to inference. Postponing the slightly more difficult concepts until a solid foundation has been established makes it easier for the reader to comprehend them. All supplements, including a manual for students with solutions for odd-numbered exercises, a manual for instructors with solutions to all exercises, and selected data sets, are available at http://www.crcpress.com/9781138593145. Marcello Pagano is Professor of Statistical Computing in the Department of Biostatistics at the Harvard School of Public Health. His research in biostatistics is on computer intensive inference and surveillance methods that involve screening methodologies, with their associated laboratory tests, and in obtaining more accurate testing results that use existing technologies. Kimberlee Gauvreau is Associate Professor in the Department of Biostatistics and Associate Professor of Pediatrics at Harvard Medical School. Dr. Gauvreau’s research focuses on biostatistical issues arising in the field of pediatric cardiology. She also works on the development and validation of methods of adjustment for case mix complexity.

The Biostatistics Cookbook

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792341055
Total Pages : 180 pages
Book Rating : 4.3/5 (41 download)

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Book Synopsis The Biostatistics Cookbook by : S. Michelson

Download or read book The Biostatistics Cookbook written by S. Michelson and published by Springer Science & Business Media. This book was released on 1996-10-31 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: We live in a very uncertain world. Variation surrounds our work. There is noise in our experiments, in our measurements, and in our test subjects. From all these sources of uncertainty and variation, we try to extract a coherent picture of very complex and sometimes dynamic, biological and chemical processes. In fact, one of our major challenges is to separate this signal, the 'real' biology or chemistry, from the noise. The tools developed to do this are called, collectively, biostatistics. Any tool, even a hammer, can be misused. This could result, at best, in inefficiency, and, at worst, in disaster. With the advent of newer, us- friendly statistical software packages, desk top computing, and point-a- click technologies, it is easier than ever to make mistakes in your analyses. The beauty of having access to so much computing power is that you can now enjoy ultimate flexibility in data processing: that can also be a problem. Ask your computer to produce a particular analysis, report or graphic, and that is exactly what you will get: if you happen to have asked for the wrong thing it will be produced just as quickly, and you will probably never know it was wrong. One aim of this handbook is to help you choose the correct tool for the job at hand, understand its strengths and weaknesses, and to help you recognize when you should seek expert advice. We describe biostatistics as a collection of tools for very good reasons.

Introductory Biostatistics for the Health Sciences

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Publisher : John Wiley & Sons
ISBN 13 : 0471458651
Total Pages : 426 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Introductory Biostatistics for the Health Sciences by : Michael R. Chernick

Download or read book Introductory Biostatistics for the Health Sciences written by Michael R. Chernick and published by John Wiley & Sons. This book was released on 2003-06-24 with total page 426 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Introductory Biostatistics for the Health Sciences" ist eine fundierte Einführung in die Biostatistik und ihre Anwendungsgebiete. Der Band richtet sich vorwiegend an Mediziner und Statistiker. Theorie und Praxis stehen im ausgewogenen Verhältnis, d.h. praktische Anwendungen werden, wo nötig, durch den theoretischen Hintergrund ergänzt. Der Schwerpunkt liegt eindeutig auf der praktischen Anwendung. Der Band geht auch auf jüngste Fortschritte bei der Bootstrap-, Outlier- und Meta-Analyse ein, Themen, die in der Regel in Konkurrenzwerken, nicht behandelt werden. Mit einer Fülle von Übungsaufgaben. Auch Statistiksoftware wird ausführlich besprochen.

Exploring Medical Statistics: Biostatistics, Clinical Trials, and Epidemiology

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Author :
Publisher : IGI Global
ISBN 13 :
Total Pages : 356 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Exploring Medical Statistics: Biostatistics, Clinical Trials, and Epidemiology by : Arora, Geeta

Download or read book Exploring Medical Statistics: Biostatistics, Clinical Trials, and Epidemiology written by Arora, Geeta and published by IGI Global. This book was released on 2024-07-18 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's data-driven world, understanding and interpreting statistical information is more critical than ever, especially in medicine, where statistical methods are used to design and analyze clinical trials, study the distribution of disease in populations, and develop new treatments. In the era of evidence-based medicine, Exploring Medical Statistics: Biostatistics, Clinical Trials, and Epidemiology addresses the critical need for a grasp of statistical concepts. This book delves into biostatistics, clinical trials, and epidemiology, offering a robust foundation for understanding and interpreting statistical information in medicine. It explores biostatistics, elucidating fundamental elements such as probability, sampling, and hypothesis testing. The section on clinical trials covers the entire spectrum from trial design to ethical considerations, providing an invaluable resource for researchers navigating the complexities of medical research. Epidemiology, a cornerstone of public health, is examined in the book, offering insights into the distribution and determinants of diseases in populations. The application-focused section further extends the utility of medical statistics, encompassing public health, healthcare policy, and drug development.

Expect The Unexpected: A First Course In Biostatistics (Second Edition)

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Publisher : World Scientific Publishing Company
ISBN 13 : 9813209089
Total Pages : 315 pages
Book Rating : 4.8/5 (132 download)

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Book Synopsis Expect The Unexpected: A First Course In Biostatistics (Second Edition) by : Raluca Balan

Download or read book Expect The Unexpected: A First Course In Biostatistics (Second Edition) written by Raluca Balan and published by World Scientific Publishing Company. This book was released on 2017-05-25 with total page 315 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces the basic concepts from probability theory and statistics which are needed for statistical analysis of data encountered in the biological and health sciences. No previous study is required. Advanced mathematical tools, such as integration and differentiation, are kept to a minimum. The emphasis is put on the examples. Probabilistic methods are discussed at length, but the focus of this edition is on statistics.The examples are kept simple, so that the reader can learn quickly and see the usefulness of various statistical and probabilistic methods. Some of the examples used in this book draw attention to various problems related to environmental issues, climate change, loss of bio-diversity, and their impact on wildlife and humans.In comparison with the first edition of the book, this second edition contains additional topics such as power, sample size computation and non-parametric methods, and includes a large collection of new problems, as well as the answers to odd-numbered problems. Several sections of this edition are accompanied by instructions using the programming language R for statistical computing and graphics.The Solution Manual is available upon request for all instructors who adopt this book as a course text. Please send your request to [email protected].

Biostatistics by Example

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781542838177
Total Pages : 110 pages
Book Rating : 4.8/5 (381 download)

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Book Synopsis Biostatistics by Example by : Faye Anderson

Download or read book Biostatistics by Example written by Faye Anderson and published by Createspace Independent Publishing Platform. This book was released on 2017-01-29 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides introductory to advanced examples of how to use and interpret biostatistical analyses to accomplish a graduation project or any study. The book contains forty real-life comprehensive examples that will suffice the user to complete their analyses. This book addresses common mistakes and myths when applying and interpreting statistical analyses. The book provides road maps in the form of flow charts on how to proceed from exploring the data through hypothesis testing and to modeling and goodness of fit. In this book you will learn: -Exploratory data analysis -How to interpret results -The best decisions on data transformation prior to modeling -The best linear and non-linear models -Univariate versus multivariate models -Which hypothesis test to use and how to interpret results

A Computational Approach to Statistical Learning

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Publisher : CRC Press
ISBN 13 : 1351694758
Total Pages : 370 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis A Computational Approach to Statistical Learning by : Taylor Arnold

Download or read book A Computational Approach to Statistical Learning written by Taylor Arnold and published by CRC Press. This book was released on 2019-01-23 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Computational Approach to Statistical Learning gives a novel introduction to predictive modeling by focusing on the algorithmic and numeric motivations behind popular statistical methods. The text contains annotated code to over 80 original reference functions. These functions provide minimal working implementations of common statistical learning algorithms. Every chapter concludes with a fully worked out application that illustrates predictive modeling tasks using a real-world dataset. The text begins with a detailed analysis of linear models and ordinary least squares. Subsequent chapters explore extensions such as ridge regression, generalized linear models, and additive models. The second half focuses on the use of general-purpose algorithms for convex optimization and their application to tasks in statistical learning. Models covered include the elastic net, dense neural networks, convolutional neural networks (CNNs), and spectral clustering. A unifying theme throughout the text is the use of optimization theory in the description of predictive models, with a particular focus on the singular value decomposition (SVD). Through this theme, the computational approach motivates and clarifies the relationships between various predictive models. Taylor Arnold is an assistant professor of statistics at the University of Richmond. His work at the intersection of computer vision, natural language processing, and digital humanities has been supported by multiple grants from the National Endowment for the Humanities (NEH) and the American Council of Learned Societies (ACLS). His first book, Humanities Data in R, was published in 2015. Michael Kane is an assistant professor of biostatistics at Yale University. He is the recipient of grants from the National Institutes of Health (NIH), DARPA, and the Bill and Melinda Gates Foundation. His R package bigmemory won the Chamber's prize for statistical software in 2010. Bryan Lewis is an applied mathematician and author of many popular R packages, including irlba, doRedis, and threejs.

Fundamentals Of Biostatistics: Practical Approach

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Author :
Publisher : Kanishka Publishers
ISBN 13 : 9788173915079
Total Pages : 496 pages
Book Rating : 4.9/5 (15 download)

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Book Synopsis Fundamentals Of Biostatistics: Practical Approach by : Naren Kr. Dutta

Download or read book Fundamentals Of Biostatistics: Practical Approach written by Naren Kr. Dutta and published by Kanishka Publishers. This book was released on 2002 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: