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Data Analysis for the Life Sciences with R by Rafael A. Irizarry,Michael I. Love Pdf
This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code that performs this analysis and connect the lines of code to the statistical and mathematical concepts explained.
Recurrent Events Data Analysis for Product Repairs, Disease Recurrences, and Other Applications by Wayne B. Nelson Pdf
Survival data consist of a single event for each population unit, namely, end of life, which is modeled with a life distribution. However, many applications involve repeated-events data, where a unit may accumulate numerous events over time. This applied book provides practitioners with basic nonparametric methods for such data.
Author : Peter M. Fayers,David Machin Publisher : John Wiley & Sons Page : 460 pages File Size : 50,5 Mb Release : 2013-05-23 Category : Medical ISBN : 9781118699454
Quality of Life by Peter M. Fayers,David Machin Pdf
Quality of life studies form an essential part of the evaluation of any treatment. Written by two authors who are well respected within this field, Quality of Life: The Assessment, Analysis and Interpretation of Patient-reported Outcomes, Second Edition lays down guidelines on assessing, analysing and interpreting quality of life data. The new edition of this standard book has been completely revised, updated and expanded to reflect many methodological developments emerged since the publication of the first edition. Covers the design of instruments, the practical aspects of implementing assessment, the analyses of the data, and the interpretation of the results Presents all essential information on Quality of Life Research in one comprehensive volume Explains the use of qualitative and quantitative methods, including the application of basic statistical methods Includes copious practical examples Fills a need in a rapidly growing area of interest New edition accommodates significant methodological developments, and includes chapters on computer adaptive testing and item banking, choosing an instrument, systematic reviews and meta analysis This book is of interest for everyone involved in quality of life research, and it is applicable to medical and non-medical, statistical and non-statistical readers. It is of particular relevance for clinical and biomedical researchers within both the pharmaceutical industry and practitioners in the fields of cancer and other chronic diseases. Reviews of the First Edition – Winner of the first prize in the Basis of Medicine Category of the BMA Medical Book Competition 2001: “This book is highly recommended to clinicians who are actively involved in the planning, analysis and publication of QoL research.” CLINICAL ONCOLOGY “This book is highly recommended reading.” QUALITY OF LIFE RESEARCH
Analysis as a Life by Sergei Rogosin,Ahmet Okay Çelebi Pdf
This is a book comprising selected papers of colleagues and friends of Heinrich Begehr on the occasion of his 80th birthday. It aims at being a tribute to the excellent achievements of Heinrich Begehr in complex analysis and complex differential equations, and especially to his prominent role as one of the creators and long-time leader of the International Society for Analysis, its Applications and Computation (ISAAC).
Wild Analysis by Shaul Bar-Haim,Elizabeth Sarah Coles,Helen Tyson Pdf
"This book argues that the notion of 'wild' analysis, a term coined by Freud to denote the use of would-be psychoanalytic notions, diagnoses, and treatment by an individual who has not undergone psychoanalytic training, also provides us with a striking new way of exploring the limits of psychoanalysis. Wild Analysis: From the Couch to Cultural and Political Life proposes to reopen the question of so-called 'wild' analysis by exploring psychoanalytic ideas at their limits, arguing from a diverse range of perspectives that the thinking produced at these limits - where psychoanalysis strays into other disciplines, and vice versa, as well as moments of impasse in its own theoretical canon - points toward new futures for both psychoanalysis and the humanities. The book's twelve essays pursue fault lines, dissonances and new resonances in established psychoanalytic theory, often by moving its insights radically further afield. These essays take on sensitive and difficult topics in twentieth-century cultural and political life, including representations of illness, forced migration and the experiences of refugees, and questions of racial identity and identification in post-war and post-apartheid periods, as well as contemporary debates surrounding the Enlightenment and its modern invocations, the practice of critique and 'paranoid' reading. Others explore more acute cases of 'wilding', such as models of education and research informed by the insights of psychoanalysis, or instances where psychoanalysis strays into taboo political and cultural territory, as in Freud's references to cannibalism This book will be of interest to researchers, practitioners, and students working across the fields of psychoanalysis, history, literature, culture and politics, and to anyone with an interest in the political import of psychoanalytic thought today"--
Data Analysis for the Life Sciences with R by Rafael A. Irizarry,Michael I. Love Pdf
This book covers several of the statistical concepts and data analytic skills needed to succeed in data-driven life science research. The authors proceed from relatively basic concepts related to computed p-values to advanced topics related to analyzing highthroughput data. They include the R code that performs this analysis and connect the lines of code to the statistical and mathematical concepts explained.
Lay Analysis: Life Inside the Controversy chronicles the history of nonmedical analysis in absorbing detail. It begins with the events of 1910 in Europe and America that initiated their divergent attitudes and policies regarding lay analysis, proceeds to the unfolding struggles over this issue on both sides of the Atlantic, and reviews the halting efforts of the APsaA, beginning in the 1950s, to reassess its opposition to lay analysis and make some provision for the training of nonmedical practitioners. Wallerstein's illuminating treatment of the response of American nonphysician therapists to the APsaA's policy - the manner in which they managed to obtain clinical psychoanalytic training despite the APsaA's prohibition - forms a fascinating story within his grand narrative. The book culminates in a comprehensive review of the lawsuit of March 1985 in which four clinical psychologists, representing a stated class of several thousand colleagues and fully supported by the American Psychological Association, brought suit against the APsaA and IPA, hoping in this way to force a change in the APsaA's policies regarding the training of lay practitioners. Wallerstein, drawing on the voluminous documentation to which he had full access - memoranda, correspondence, depositions, legal briefs, and phone conversations - reviews the three-and-a-half-year history of the lawsuit. He concludes his narrative with a measured and thoughtful assessment of the impact of the settlement on psychoanalysis today: the changes it has brought about within organized psychoanalysis and the meaning of those changes for psychoanalysis as a discipline. Given Wallerstein's comprehensive scholarship, his admirable even-handedness, and his unique participatory role in the lay analysis controversy over the course of his career, it is unsurprising that Lay Analysis: Life Inside the Controversy should achieve distinction as a major contribution to the institutional history of psychoanalysis.
Multistate Analysis of Life Histories with R by Frans Willekens Pdf
This book provides an introduction to multistate event history analysis. It is an extension of survival analysis, in which a single terminal event (endpoint) is considered and the time-to-event is studied. Multistate models focus on life histories or trajectories, conceptualized as sequences of states and sequences of transitions between states. Life histories are modeled as realizations of continuous-time Markov processes. The model parameters, transition rates, are estimated from data on event counts and populations at risk, using the statistical theory of counting processes. The Comprehensive R Network Archive (CRAN) includes several packages for multistate modeling. This book is about Biograph. The package is designed to (a) enhance exploratory analysis of life histories and (b) make multistate modeling accessible. The package incorporates utilities that connect to several packages for multistate modeling, including survival, eha, Epi, mvna,, mstate, msm, and TraMineR for sequence analysis. The book is a ‘hands-on’ presentation of Biograph and the packages listed. It is written from the perspective of the user. To help the user master the techniques and the software, a single data set is used to illustrate the methods and software. It is the subsample of the German Life History Survey, which was also used by Blossfeld and Rohwer in their popular textbook on event history modeling. Another data set, the Netherlands Family and Fertility Survey, is used to illustrate how Biograph can assist in answering questions on life paths of cohorts and individuals. The book is suitable as a textbook for graduate courses on event history analysis and introductory courses on competing risks and multistate models. It may also be used as a self-study book. The R code used in the book is available online. Frans Willekens is affiliated with the Max Planck Institute for Demographic Research (MPIDR) in Rostock, Germany. He is Emeritus Professor of Demography at the University of Groningen, a Honorary Fellow of the Netherlands Interdisciplinary Demographic Institute (NIDI) in the Hague, and a Research Associate of the International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria. He is a member of Royal Netherlands Academy of Arts and Sciences (KNAW). He has contributed to the modeling and simulation of life histories, mainly in the context of population forecasting.
Multistate Models for the Analysis of Life History Data by Richard J Cook,Jerald F. Lawless Pdf
Multistate Models for the Analysis of Life History Data provides the first comprehensive treatment of multistate modeling and analysis, including parametric, nonparametric and semiparametric methods applicable to many types of life history data. Special models such as illness-death, competing risks and progressive processes are considered, as well as more complex models. The book provides both theoretical development and illustrations of analysis based on data from randomized trials and observational cohort studies in health research. It features: Discusses a wide range of applications of multistate models, Presents methods for both continuously and intermittently observed life history processes, Gives a thorough discussion of conditionally independent censoring and observation processes, Discusses models with random effects and joint models for two or more multistate processes, Discusses and illustrates software for multistate analysis that is available in R, Target audience includes those engaged in research and applications involving multistate models.
WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "Many examples drawn from the author’s experience of engineering applications are used to illustrate the theoretical results, which are presented in a cookbook fashion...it provides an excellent practical guide to the analysis of product-life data." –T.M.M. Farley Special Programme of Research in Human Reproduction World Health Organization Geneva, Switzerland Review in Biometrics, September 1983 Now a classic, Applied Life Data Analysis has been widely used by thousands of engineers and industrial statisticians to obtain information from life data on consumer, industrial, and military products. Organized to serve practitioners, this book starts with basic models and simple informative probability plots of life data. Then it progresses through advanced analytical methods, including maximum likelihood fitting of advanced models to life data. All data analysis methods are illustrated with numerous clients' applications from the author's consulting experience.
Wood in Our Future: The Role of Life-Cycle Analysis by Board on Agriculture,National Research Council Pdf
The United States produces 25% of the world's wood output, and wood supports a major segment of the U.S. industrial base. Trees provide fiber, resins, oils, pulp, food, paper, pharmaceuticals, fuel, many products used in home construction, and numerous other products. The use of wood as a raw material must consider production efficiencies and natural resource conservation as well as efficient, profitable use of solid wood, its residues, and by-products. To better assess the use of wood as a raw material, the U.S. Department of Agriculture's Forest Service asked the National Research Council's Board on Agriculture to bring together experts to review the analytical techniques used to follow the life-cycle of wood production--from tree to product--and assess the environmental impacts. This resulting book provides a base of current knowledge, identifying what data are lacking, where future efforts should be focused, and what is known about the methodologies used to assess environmental impacts. The book also focuses on national and international efforts to develop integrated environmental, economic, and energy accounting methologies.
Group Analysis throughout the Life Cycle by Arturo Ezquerro,María Cañete Pdf
Arturo Ezquerro and María Cañete present a captivating journey through human development, group lives and group attachment from infancy all the way into old age. Co-constructed with meticulous anthropological, psychosocial, cultural and clinical research, as well as true, stirring stories and insights which contain a rare blend of common sense and inspiration, this book offers an exciting new outlook on attachment and group analysis. Group Analysis throughout the Life Cycle first assesses psychosocial, peer group and other group developmental studies, within a broad evolutionary and cultural context, looking into changes and constancies, continuities and discontinuities, as well as overlaps that occur throughout each developmental stage. It then presents a thorough review of psychoanalytic, group-analytic and wider group literature. The book concludes with a consideration of qualitative group-analytic research which examines clinical group phenomena that can be present in all age groups, as well as distinct phase-specific characteristics and developmental tasks, as they find expression in the therapeutic process. Presented with frankness, self-reflective thinking and compassion, Group Analysis throughout the Life Cycle will be essential reading for psychotherapists, psychoanalysts, group analysts, psychiatrists and other professionals in practice and in training. It will also appeal to healthcare professionals interested in human development and attachment theory.
Wood in Our Future: The Role of Life-Cycle Analysis by National Research Council,Board on Agriculture Pdf
The United States produces 25% of the world's wood output, and wood supports a major segment of the U.S. industrial base. Trees provide fiber, resins, oils, pulp, food, paper, pharmaceuticals, fuel, many products used in home construction, and numerous other products. The use of wood as a raw material must consider production efficiencies and natural resource conservation as well as efficient, profitable use of solid wood, its residues, and by-products. To better assess the use of wood as a raw material, the U.S. Department of Agriculture's Forest Service asked the National Research Council's Board on Agriculture to bring together experts to review the analytical techniques used to follow the life-cycle of wood productionâ€"from tree to productâ€"and assess the environmental impacts. This resulting book provides a base of current knowledge, identifying what data are lacking, where future efforts should be focused, and what is known about the methodologies used to assess environmental impacts. The book also focuses on national and international efforts to develop integrated environmental, economic, and energy accounting methologies.