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| Author | : Jianqing Fan;Xihong Lin;Jun S. Liu |
| Publisher | : |
| Total Pages | : 272 |
| Release | : |
| Genre | : Bioinformatics |
| ISBN | : 9787894236333 |
Download New Developments in Biostatistics and Bioinformatics Book in PDF, ePub and Kindle
This book presents an overview of recent developments in biostatistics and bioinformatics. Written by active researchers in these emerging areas, it is intended to give graduate students and new researchers an idea of where the frontiers of biostatistics and bioinformatics are as well as a forum to learn common techniques in use, so that they can advance the fields via developing new techniques and new results. Extensive references are provided so that researchers can follow the threads to learn more comprehensively what the literature is and to conduct their own research. In particulars, the book covers three important and rapidly advancing topics in biostatistics: analysis of survival and longitudinal data, statistical methods for epidemiology, and bioinformatics.
| Author | : |
| Publisher | : |
| Total Pages | : 272 |
| Release | : 2009 |
| Genre | : Bioinformatics |
| ISBN | : 9787040247558 |
Download New Developments in Biostatistics and Bioinformatics Book in PDF, ePub and Kindle
| Author | : Jianqing Fan |
| Publisher | : World Scientific |
| Total Pages | : 295 |
| Release | : 2009 |
| Genre | : Mathematics |
| ISBN | : 9812837434 |
Download New Developments in Biostatistics and Bioinformatics Book in PDF, ePub and Kindle
This book presents an overview of recent developments in biostatistics and bioinformatics. Written by active researchers in these emerging areas, it is intended to give graduate students and new researchers an idea of where the frontiers of biostatistics and bioinformatics are as well as a forum to learn common techniques in use, so that they can advance the fields via developing new techniques and new results. Extensive references are provided so that researchers can follow the threads to learn more comprehensively what the literature is and to conduct their own research. In particulars, the book covers three important and rapidly advancing topics in biostatistics: analysis of survival and longitudinal data, statistical methods for epidemiology, and bioinformatics.
| Author | : Gilbert MacKenzie |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 250 |
| Release | : 2014-05-08 |
| Genre | : Mathematics |
| ISBN | : 3319045792 |
Download Statistical Modelling in Biostatistics and Bioinformatics Book in PDF, ePub and Kindle
This book presents selected papers on statistical model development related mainly to the fields of Biostatistics and Bioinformatics. The coverage of the material falls squarely into the following categories: (a) Survival analysis and multivariate survival analysis, (b) Time series and longitudinal data analysis, (c) Statistical model development and (d) Applied statistical modelling. Innovations in statistical modelling are presented throughout each of the four areas, with some intriguing new ideas on hierarchical generalized non-linear models and on frailty models with structural dispersion, just to mention two examples. The contributors include distinguished international statisticians such as Philip Hougaard, John Hinde, Il Do Ha, Roger Payne and Alessandra Durio, among others, as well as promising newcomers. Some of the contributions have come from researchers working in the BIO-SI research programme on Biostatistics and Bioinformatics, centred on the Universities of Limerick and Galway in Ireland and funded by the Science Foundation Ireland under its Mathematics Initiative.
| Author | : Yichuan Zhao |
| Publisher | : Springer |
| Total Pages | : 463 |
| Release | : 2018-12-05 |
| Genre | : Mathematics |
| ISBN | : 3319993895 |
Download New Frontiers of Biostatistics and Bioinformatics Book in PDF, ePub and Kindle
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.
| Author | : Henry Horng-Shing Lu |
| Publisher | : Springer Nature |
| Total Pages | : 406 |
| Release | : 2022-12-08 |
| Genre | : Science |
| ISBN | : 3662659026 |
Download Handbook of Statistical Bioinformatics Book in PDF, ePub and Kindle
Now in its second edition, this handbook collects authoritative contributions on modern methods and tools in statistical bioinformatics with a focus on the interface between computational statistics and cutting-edge developments in computational biology. The three parts of the book cover statistical methods for single-cell analysis, network analysis, and systems biology, with contributions by leading experts addressing key topics in probabilistic and statistical modeling and the analysis of massive data sets generated by modern biotechnology. This handbook will serve as a useful reference source for students, researchers and practitioners in statistics, computer science and biological and biomedical research, who are interested in the latest developments in computational statistics as applied to computational biology.
| Author | : Manish Bhattacharjee |
| Publisher | : World Scientific |
| Total Pages | : 311 |
| Release | : 2011 |
| Genre | : Science |
| ISBN | : 9814329800 |
Download Recent Advances in Biostatistics Book in PDF, ePub and Kindle
This unique volume provides self-contained accounts of some recent trends in Biostatistics methodology and their applications. It includes state-of-the-art reviews and original contributions. The articles included in this volume are based on a careful sel
| Author | : Luigi Donato |
| Publisher | : Bentham Science Publishers |
| Total Pages | : 148 |
| Release | : 2020-11-30 |
| Genre | : Computers |
| ISBN | : 9811481784 |
Download Advances in Bioinformatics, Biostatistics and Omic Sciences Book in PDF, ePub and Kindle
Bioinformatics, and by extension omic sciences – the collective disciplines that are dependent on the use of extensive datasets of biological information – present a challenge of data management for researchers all over the world. Big data collected as part of research projects and experiments can be complex, with several kinds of variables involved. Coupled with continuously changing bioinformatics and information technology tools, there is a need to bring a multidisciplinary approach into these fields. Advances in Bioinformatics, Biostatistics and Omic Sciences attempts to realize an integrated approach between all omic sciences, exploring innovative bioinformatics and biostatistical methodologies which enable researchers to unveil hidden sides of biological phenomena. This volume presents reviews on the following topics which give a glimpse of recent advances in the field: - New Integrated Mitochondrial DNA Bioinformatics Pipeline to Improve Quality Assessment of Putative Pathogenic Variants from NGS Experiments - Variant Calling on RNA Sequencing Data: State of Art and Future Perspectives - An innovative Gene Prioritization Pipeline for WES analyses - New Integrated Differential Expression Approach for RNA-Seq Data Analysis - Innovations in Data Visualization for Straightforward Interpretation of Nucleic Acid Omics Outcomes This volume serves as a guide for graduate students in bioinformatics as well as researchers planning new projects as a part of their professional and academic activities.
| Author | : Kim-Anh Do |
| Publisher | : Cambridge University Press |
| Total Pages | : 499 |
| Release | : 2013-06-10 |
| Genre | : Medical |
| ISBN | : 1107244919 |
Download Advances in Statistical Bioinformatics Book in PDF, ePub and Kindle
Providing genome-informed personalized treatment is a goal of modern medicine. Identifying new translational targets in nucleic acid characterizations is an important step toward that goal. The information tsunami produced by such genome-scale investigations is stimulating parallel developments in statistical methodology and inference, analytical frameworks, and computational tools. Within the context of genomic medicine and with a strong focus on cancer research, this book describes the integration of high-throughput bioinformatics data from multiple platforms to inform our understanding of the functional consequences of genomic alterations. This includes rigorous and scalable methods for simultaneously handling diverse data types such as gene expression array, miRNA, copy number, methylation, and next-generation sequencing data. This material is written for statisticians who are interested in modeling and analyzing high-throughput data. Chapters by experts in the field offer a thorough introduction to the biological and technical principles behind multiplatform high-throughput experimentation.
| Author | : Atanu Biswas |
| Publisher | : John Wiley & Sons |
| Total Pages | : 623 |
| Release | : 2007-12-14 |
| Genre | : Mathematics |
| ISBN | : 0470181192 |
Download Statistical Advances in the Biomedical Sciences Book in PDF, ePub and Kindle
The Most Comprehensive and Cutting-Edge Guide to Statistical Applications in Biomedical Research With the increasing use of biotechnology in medical research and the sophisticated advances in computing, it has become essential for practitioners in the biomedical sciences to be fully educated on the role statistics plays in ensuring the accurate analysis of research findings. Statistical Advances in the Biomedical Sciences explores the growing value of statistical knowledge in the management and comprehension of medical research and, more specifically, provides an accessible introduction to the contemporary methodologies used to understand complex problems in the four major areas of modern-day biomedical science: clinical trials, epidemiology, survival analysis, and bioinformatics. Composed of contributions from eminent researchers in the field, this volume discusses the application of statistical techniques to various aspects of modern medical research and illustrates how these methods ultimately prove to be an indispensable part of proper data collection and analysis. A structural uniformity is maintained across all chapters, each beginning with an introduction that discusses general concepts and the biomedical problem under focus and is followed by specific details on the associated methods, algorithms, and applications. In addition, each chapter provides a summary of the main ideas and offers a concluding remarks section that presents novel ideas, approaches, and challenges for future research. Complete with detailed references and insight on the future directions of biomedical research, Statistical Advances in the Biomedical Sciences provides vital statistical guidance to practitioners in the biomedical sciences while also introducing statisticians to new, multidisciplinary frontiers of application. This text is an excellent reference for graduate- and PhD-level courses in various areas of biostatistics and the medical sciences and also serves as a valuable tool for medical researchers, statisticians, public health professionals, and biostatisticians.
