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Praise for the First Edition extremely well written a comprehensive and up-to-date overview of this important field. Journal of Environmental Quality Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition provides comprehensive coverage of recent advancements in microarray data analysis. A cutting-edge guide, the Second Edition demonstrates various methodologies for analyzing data in biomedical research and offers an overview of the modern techniques used in microarray technology to study patterns of gene activity. The new edition answers the need for an efficient outline of all phases of this revolutionary analytical technique, from preprocessing to the analysis stage. Utilizing research and experience from highly-qualified authors in fields of data analysis, Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition features: * A new chapter on the interpretation of findings that includes a discussion of signatures and material on gene set analysis, including network analysis * New topics of coverage including ABC clustering, biclustering, partial least squares, penalized methods, ensemble methods, and enriched ensemble methods * Updated exercises to deepen knowledge of the presented material and provide readers with resources for further study The book is an ideal reference for scientists in biomedical and genomics research fields who analyze DNA microarrays and protein array data, as well as statisticians and bioinformatics practitioners. Exploration and Analysis of DNA Microarray and Other High-Dimensional Data, Second Edition is also a useful text for graduate-level courses on statistics, computational biology, and bioinformatics.
"Statistical Consulting" provides the reader with a detailed overview of the knowledge and communication skills that a statistician needs to be an effective consultant. The reference to "reader" is intentional since the aim of this book is to clearly illustrate what the consultant needs to know from the client--and why! For clients who need to seek the help of a statistical consultant, this book explains, in plain language, what is involved in the consulting process. This book is primarily written for the student or statistician who is interested in becoming involved in consulting activities. Different types of statistical consulting environments are discussed, followed by a detailed description of the communication skills that a statistician needs to develop to be an effective consultant. In describing the statistical methodology that a consultant can employ, the importance of engaging the client's understanding of the purpose and interpretation of a statistical procedure is emphasized. It is assumed that the reader has the necessary technical skills to apply the statistical methods used in this book. Part I of the book concludes with a consultation project reproduced in its entirety. A wide range of case studies of varying complexity are presented in Part II of the book that will help the reader understand and appreciate the diversity of projects that can arise in statistical consulting. The appendices provide valuable information on resources, details on the SAS and S-PLUS software packages, and a collection of useful reference tables. This book would also be a suitable text for a graduate course on statistical consulting and a course outline is provided for the instructor in Appendix A.
This book is intended for the statistician or student interested in becoming a statistical consultant, as well as clients who need to understand what is involved in the consulting process. It discusses different consulting environments, provides detailed descriptions of communication skills a consultant must possess, and provides concrete examples and case-studies of varying complexity. Emphasis is placed on the importance of engaging the client's understanding of the purpose and interpretation of statistical procedures.
Never HIGHLIGHT a Book Again Includes all testable terms, concepts, persons, places, and events. Cram101 Just the FACTS101 studyguides gives all of the outlines, highlights, and quizzes for your textbook with optional online comprehensive practice tests. Only Cram101 is Textbook Specific. Accompanies: 9780387988634. This item is printed on demand.
La obra busca contribuir a la reflexin y al debate sobre la naturaleza, curso y algunos de los desenlaces que el proceso de reformas y globalizacin ha tenido en Mxico. Para ello ofrece a los lectores 14 ensayos en los que acadmicos y analistas de la vida nacional, pasan revista a los principales temas de la economa y la sociedad mexicana de los ltimos 25 aos. Se trata de revisar las polticas econmicas que Mxico sigui desde inicios de los aos 80, un balance que permita mirar hacia el futuro a partir del diagnstico de aciertos, equivocaciones y retrasos en las reformas en dcadas recientes. En este sentido, el libro presenta una gran multiplicidad de temticas especficas que pueden ser de gran inters para el lector deseoso de una reconstruccin especializada de aspectos relevantes del cambio econmico, desde el desarrollo regional a la evolucin de la poltica fiscal, de las transformaciones del sistema financiero a la distribucin del ingreso, etctera.
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