the statistical analysis of functional mri data statistics for biology and health

Download Book The Statistical Analysis Of Functional Mri Data Statistics For Biology And Health in PDF format. You can Read Online The Statistical Analysis Of Functional Mri Data Statistics For Biology And Health here in PDF, EPUB, Mobi or Docx formats.

The Statistical Analysis Of Functional Mri Data

Author : Nicole Lazar
ISBN : 9780387781914
Genre : Medical
File Size : 41. 51 MB
Format : PDF, Docs
Download : 753
Read : 252

Get This Book


The study of brain function is one of the most fascinating pursuits of m- ern science. Functional neuroimaging is an important component of much of the current research in cognitive, clinical, and social psychology. The exci- ment of studying the brain is recognized in both the popular press and the scienti?c community. In the pages of mainstream publications, including The New York Times and Wired, readers can learn about cutting-edge research into topics such as understanding how customers react to products and - vertisements (“If your brain has a ‘buy button,’ what pushes it?”, The New York Times,October19,2004),howviewersrespondtocampaignads(“Using M. R. I. ’s to see politics on the brain,” The New York Times, April 20, 2004; “This is your brain on Hillary: Political neuroscience hits new low,” Wired, November 12,2007),howmen and womenreactto sexualstimulation (“Brain scans arouse researchers,”Wired, April 19, 2004), distinguishing lies from the truth (“Duped,” The New Yorker, July 2, 2007; “Woman convicted of child abuse hopes fMRI can prove her innocence,” Wired, November 5, 2007), and even what separates “cool” people from “nerds” (“If you secretly like Michael Bolton, we’ll know,” Wired, October 2004). Reports on pathologies such as autism, in which neuroimaging plays a large role, are also common (for - stance, a Time magazine cover story from May 6, 2002, entitled “Inside the world of autism”).

Handbook Of Design And Analysis Of Experiments

Author : Angela Dean
ISBN : 9781466504349
Genre : Mathematics
File Size : 76. 49 MB
Format : PDF, Docs
Download : 283
Read : 972

Get This Book


Handbook of Design and Analysis of Experiments provides a detailed overview of the tools required for the optimal design of experiments and their analyses. The handbook gives a unified treatment of a wide range of topics, covering the latest developments. This carefully edited collection of 25 chapters in seven sections synthesizes the state of the art in the theory and applications of designed experiments and their analyses. Written by leading researchers in the field, the chapters offer a balanced blend of methodology and applications. The first section presents a historical look at experimental design and the fundamental theory of parameter estimation in linear models. The second section deals with settings such as response surfaces and block designs in which the response is modeled by a linear model, the third section covers designs with multiple factors (both treatment and blocking factors), and the fourth section presents optimal designs for generalized linear models, other nonlinear models, and spatial models. The fifth section addresses issues involved in designing various computer experiments. The sixth section explores "cross-cutting" issues relevant to all experimental designs, including robustness and algorithms. The final section illustrates the application of experimental design in recently developed areas. This comprehensive handbook equips new researchers with a broad understanding of the field’s numerous techniques and applications. The book is also a valuable reference for more experienced research statisticians working in engineering and manufacturing, the basic sciences, and any discipline that depends on controlled experimental investigation.

Simultaneous Statistical Inference

Author : Thorsten Dickhaus
ISBN : 9783642451829
Genre : Science
File Size : 80. 97 MB
Format : PDF, ePub, Docs
Download : 379
Read : 1240

Get This Book


This monograph will provide an in-depth mathematical treatment of modern multiple test procedures controlling the false discovery rate (FDR) and related error measures, particularly addressing applications to fields such as genetics, proteomics, neuroscience and general biology. The book will also include a detailed description how to implement these methods in practice. Moreover new developments focusing on non-standard assumptions are also included, especially multiple tests for discrete data. The book primarily addresses researchers and practitioners but will also be beneficial for graduate students.

Statistical Analysis Of Fmri Data

Author : F. Gregory Ashby
ISBN : 9780262015042
Genre : Medical
File Size : 63. 68 MB
Format : PDF, Mobi
Download : 201
Read : 561

Get This Book


An overview of statistical methods for analyzing data from fMRI experiments.

Handbook Of Functional Mri Data Analysis

Author : Russell A. Poldrack
ISBN : 9781139498364
Genre : Medical
File Size : 43. 94 MB
Format : PDF, Kindle
Download : 732
Read : 196

Get This Book


Functional magnetic resonance imaging (fMRI) has become the most popular method for imaging brain function. Handbook of Functional MRI Data Analysis provides a comprehensive and practical introduction to the methods used for fMRI data analysis. Using minimal jargon, this book explains the concepts behind processing fMRI data, focusing on the techniques that are most commonly used in the field. This book provides background about the methods employed by common data analysis packages including FSL, SPM and AFNI. Some of the newest cutting-edge techniques, including pattern classification analysis, connectivity modeling and resting state network analysis, are also discussed. Readers of this book, whether newcomers to the field or experienced researchers, will obtain a deep and effective knowledge of how to employ fMRI analysis to ask scientific questions and become more sophisticated users of fMRI analysis software.

Cancer Mortality And Morbidity Patterns In The U S Population

Author : K.G. Manton
ISBN : 0387781935
Genre : Medical
File Size : 80. 20 MB
Format : PDF, ePub, Mobi
Download : 199
Read : 895

Get This Book


The purpose of this book is to examine the etiology of cancer in large human populations using mathematical models developed from an inter-disciplinary perspective of the population epidemiological, biodemographic, genetic and physiological basis of the mechanisms of cancer initiation and progression. In addition an investigation of how the basic mechanism of tumor initiation relates to general processes of senescence and to other major chronic diseases (e.g., heart disease and stroke) will be conducted.

Handbook Of Neuroimaging Data Analysis

Author : Hernando Ombao
ISBN : 9781482220988
Genre : Mathematics
File Size : 85. 32 MB
Format : PDF, ePub
Download : 669
Read : 557

Get This Book


This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering, biomedical engineering, applied mathematics, physics, and radiology, the book can also be used as a textbook for graduate-level courses in statistics and biostatistics or as a self-study reference for Ph.D. students in statistics, biostatistics, psychology, neuroscience, and computer science.

Human Brain Function

Author : Karl J. Friston
ISBN : 0080472958
Genre : Medical
File Size : 71. 31 MB
Format : PDF
Download : 465
Read : 209

Get This Book


This updated second edition provides the state of the art perspective of the theory, practice and application of modern non-invasive imaging methods employed in exploring the structural and functional architecture of the normal and diseased human brain. Like the successful first edition, it is written by members of the Functional Imaging Laboratory - the Wellcome Trust funded London lab that has contributed much to the development of brain imaging methods and their application in the last decade. This book should excite and intrigue anyone interested in the new facts about the brain gained from neuroimaging and also those who wish to participate in this area of brain science. * Represents an almost entirely new book from 1st edition, covering the rapid advances in methods and in understanding of how human brains are organized * Reviews major advances in cognition, perception, emotion and action * Introduces novel experimental designs and analytical techniques made possible with fMRI, including event-related designs and non-linear analysis

R For Medicine And Biology

Author : Paul D. Lewis
ISBN : 1449633145
Genre : Computers
File Size : 83. 38 MB
Format : PDF, Mobi
Download : 963
Read : 250

Get This Book


R is quickly becoming the number one choice for users in the fields of biology, medicine, and bioinformatics as their main means of storing, processing, sharing, and analyzing biomedical data. R for Medicine and Biology is a step-by-step guide through the use of the statistical environment R, as used in a biomedical domain. Ideal for healthcare professionals, scientists, informaticists, and statistical experts, this resource will provide even the novice programmer with the tools necessary to process and analyze their data using the R environment. Introductory chapters guide readers in how to obtain, install, and become familiar with R and provide a clear introduction to the programming language using numerous worked examples. Later chapters outline how R can be used, not just for biomedical data analysis, but also as an environment for the processing, storing, reporting, and sharing of data and results. The remainder of the book explores areas of R application to common domains of biomedical informatics, including imaging, statistical analysis, data mining/modeling, pathology informatics, epidemiology, clinical trials, and metadata usage. R for Medicine and Biology will provide you with a single desk reference for the R environment and its many capabilities.

Amstat News

Author :
ISBN : UOM:39015072629432
Genre : Statistics
File Size : 22. 81 MB
Format : PDF, Docs
Download : 580
Read : 321

Get This Book



Top Download:

Best Books