Statistical Methods In Laboratory Medicine

Author : P. W. Strike
Publisher : Butterworth-Heinemann
Page : 553 pages
File Size : 45,6 Mb
Release : 2014-05-16
Category : Medical
ISBN : 9781483161921

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Statistical Methods in Laboratory Medicine by P. W. Strike Pdf

Statistical Methods in Laboratory Medicine focuses on the application of statistics in laboratory medicine. The book first ponders on quantitative and random variables, exploratory data analysis (EDA), probability, and probability distributions. Discussions focus on negative binomial distribution, non-random distributions, binomial distribution, fitting the binomial model to sample data, conditional probability and statistical independence, rules of probability, and Bayes' theorem. The text then examines inference, regression, and measurement and control. Topics cover analytical goals for assay precision, estimating the error variance components, indirect structural assays, functional assays, bivariate regression model, and least-squares estimates of the functional relation parameters. The manuscript takes a look at assay method comparison studies, multivariate analysis, forecasting and control, and test interpretation. Concerns include time series structure and terminology, polynomial regression, assessing the performance of the classification rule, quantitative screening tests, sample correlation coefficient, and computer assisted diagnosis. The book is a dependable reference for medical experts and statisticians interested in the employment of statistics in laboratory medicine.

Author : Paul W.. Medical laboratory statistics Strike
Publisher : Unknown
Page : 128 pages
File Size : 51,7 Mb
Release : 1991
Category : Biometry
ISBN : OCLC:959776513

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Statistical Methods in Laboratory Medicine by Paul W.. Medical laboratory statistics Strike Pdf

Author : Amir Momeni,Matthew Pincus,Jenny Libien
Publisher : Springer
Page : 317 pages
File Size : 54,5 Mb
Release : 2017-09-07
Category : Medical
ISBN : 9783319605432

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Introduction to Statistical Methods in Pathology by Amir Momeni,Matthew Pincus,Jenny Libien Pdf

This text provides a comprehensive and practical review of the main statistical methods in pathology and laboratory medicine. It introduces statistical concepts used in pathology and laboratory medicine. The information provided is relevant to pathologists both for their day to day clinical practice as well as in their research and scholarly activities. The text will begins by explaining the fundamentals concepts in statistics. In the later sections, these fundamental concepts are expanded and unique applications of statistical methods in pathology and laboratory medicine practice are introduced. Other sections of the text explain research methodology in pathology covering a broad range of topics from study design to analysis of data. Finally, data-heavy novel concepts that are emerging in pathology and pathology research are presented such as molecular pathology and pathology informatics. Introduction to Statistical Methods in Pathology will be of great value for pathologists, pathology residents, basic and translational researchers, laboratory managers and medical students.

Author : Alfred Bartolucci,Karan P. Singh,Sejong Bae
Publisher : John Wiley & Sons
Page : 259 pages
File Size : 45,8 Mb
Release : 2015-12-02
Category : Mathematics
ISBN : 9781118736869

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Introduction to Statistical Analysis of Laboratory Data by Alfred Bartolucci,Karan P. Singh,Sejong Bae Pdf

Introduction to Statistical Analysis of Laboratory Data presents a detailed discussion of important statistical concepts and methods of data presentation and analysis Provides detailed discussions on statistical applications including a comprehensive package of statistical tools that are specific to the laboratory experiment process Introduces terminology used in many applications such as the interpretation of assay design and validation as well as “fit for purpose” procedures including real world examples Includes a rigorous review of statistical quality control procedures in laboratory methodologies and influences on capabilities Presents methodologies used in the areas such as method comparison procedures, limit and bias detection, outlier analysis and detecting sources of variation Analysis of robustness and ruggedness including multivariate influences on response are introduced to account for controllable/uncontrollable laboratory conditions

Author : Richard G. Jones,R. Brian Payne
Publisher : AACC Press
Page : 208 pages
File Size : 54,6 Mb
Release : 1997
Category : Mathematics
ISBN : UOM:39015040051800

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Clinical Investigation and Statistics in Laboratory Medicine by Richard G. Jones,R. Brian Payne Pdf

This text is designed for laboratory workers and clinicians but should also be useful for other healthcare workers. The authors assume that the reader has access to a computer with statistical software for inspection and analysis of data. The book has four main parts. Chapter 1 describes the different kinds of data and statistical analyses that can be applied to them. Topics include how to assess the shape of distributions, how to transform data, when to use parametric and non-parametric tests, and how to check data input and deal with outliers. Chapter 2 deals with the inaccuracy, imprecision, detection limits, analytical goals and other aspects of analytical methods used in laboratory medicine, and explains how to compare both quantitative and qualitative analytical methods.

Author : Eugene K. Harris,James C. Boyd
Publisher : CRC Press
Page : 388 pages
File Size : 48,8 Mb
Release : 1995-07-07
Category : Mathematics
ISBN : 0824793390

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Statistical Bases of Reference Values in Laboratory Medicine by Eugene K. Harris,James C. Boyd Pdf

Examining the strengths and limitations of various standards of accuracy in clinical laboratory analyses, this detailed reference presents an in-depth study of important theoretical and empirical issues concerning the description, collection, and application of reference values in laboratory medicine.

Author : Anne McDonnell Sill
Publisher : Cambridge University Press
Page : 179 pages
File Size : 40,8 Mb
Release : 2021-07-08
Category : Medical
ISBN : 9781108477253

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Statistics for Laboratory Scientists and Clinicians by Anne McDonnell Sill Pdf

Uses practical examples to teach laboratory scientists and research clinicians how to accomplish statistical tasks confidently.

Author : Roy N. Barnett
Publisher : Unknown
Page : 197 pages
File Size : 40,9 Mb
Release : 1971
Category : Diagnosis, Laboratory
ISBN : OCLC:16509142

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Clinical Laboratory Statistics by Roy N. Barnett Pdf

Author : Anders Kallner
Publisher : Elsevier
Page : 154 pages
File Size : 55,9 Mb
Release : 2013-09-06
Category : Science
ISBN : 9780124169739

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Laboratory Statistics by Anders Kallner Pdf

Laboratory Statistics: Handbook of Formulas and Terms presents common strategies for comparing and evaluating numerical laboratory data. In particular, the text deals with the type of data and problems that laboratory scientists and students in analytical chemistry, clinical chemistry, epidemiology, and clinical research face on a daily basis. This book takes the mystery out of statistics and provides simple, hands-on instructions in the format of everyday formulas. As far as possible, spreadsheet shortcuts and functions are included, along with many simple worked examples. This book is a must-have guide to applied statistics in the lab that will result in improved experimental design and analysis. Comprehensive coverage of simple statistical concepts familiarizes the reader with formatted statistical expression Simple, worked examples make formulas easy to use in real life Spreadsheet functions demonstrate how to find immediate solutions to common problems In-depth indexing and frequent use of synonyms facilitate the quick location of appropriate procedures

Author : Anders Kallner
Publisher : Elsevier
Page : 174 pages
File Size : 41,7 Mb
Release : 2017-10-23
Category : Science
ISBN : 9780128143490

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Laboratory Statistics by Anders Kallner Pdf

Laboratory Statistics: Methods in Chemistry and Health Science, Second Edition, presents common strategies for comparing and evaluating numerical laboratory data. In particular, the text deals with the type of data and problems that laboratory scientists and students in analytical chemistry, clinical chemistry, epidemiology, and clinical research face on a daily basis. This book takes the mystery out of statistics and provides simple, hands-on instructions in the format of everyday formulas. Spreadsheet shortcuts and functions are included, along with many simple worked examples. This book is a must-have guide to applied statistics in the lab that will result in improved experimental design and analysis. This thoroughly revised second edition includes several new sections, more examples, and all formulas in Excel code. Provides comprehensive coverage of simple statistical concepts Familiarizes the reader with formatted statistical expression Presents simple, worked examples that make formulas easy to apply Includes spreadsheet functions that demonstrate how to find immediate solutions to common problems

Author : William D. Kelley,Thomas A. Ratliff,Charles Nenadic
Publisher : John Wiley & Sons
Page : 200 pages
File Size : 47,9 Mb
Release : 1992-04-16
Category : Mathematics
ISBN : STANFORD:36105130593424

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Basic Statistics for Laboratories by William D. Kelley,Thomas A. Ratliff,Charles Nenadic Pdf

Marketing and regulatory pressures are driving laboratories to adopt statistically valid quality control or quality assurance systems. For the laboratory professional who’s unfamiliar with the statistical tools used in laboratory quality control, Basic Statistics for Laboratories offers guidance to employing basic statistical controls or reports required by regulatory or accrediting organizations, as well as statistical methods which may otherwise be useful in the lab. The book explains, in basic terms, how to set up, maintain, and interpret control charts and other commonly used laboratory statistical tools, and explains their value to the user. Every technique is delivered in its simplest, most basic form. There is step-by-step guidance to method development, validation, comparison of test methods, and quality control for even small samples, without the use of mathematics beyond the high school level. Tests for the significance of differences, presented in "cookbook" format solutions, make it easy for lab professionals to plug in their own data and use tables. You’ll also find exclusive coverage of the problems of asbestos counting laboratories. In addition, the volume presents simple solutions to other problems involving data handling and interpretation, such as the treatment of outliers and how to deal with single or rarely encountered samples. For analysts, test engineers, and laboratory technicians in medical, pathological, environmental, industrial hygiene, and forensic laboratories, Basic Statistics for Laboratories is a timely and essential reference.

Author : Danny A. Milner, Jr., MD,Emily E. K. Meserve, MD, MPH,T. Rinda Soong, MD, PhD, MPH,Douglas A. Mata, MD, MPH
Publisher : Springer Publishing Company
Page : 206 pages
File Size : 47,7 Mb
Release : 2016-12-28
Category : Medical
ISBN : 9781617052682

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Statistics for Pathologists by Danny A. Milner, Jr., MD,Emily E. K. Meserve, MD, MPH,T. Rinda Soong, MD, PhD, MPH,Douglas A. Mata, MD, MPH Pdf

This essential guide provides a clear, accessible review of the use of statistics in pathology studies. Spanning topics such as exploratory data analysis and descriptive statistics as well as the use of comparative statistics, concordance analysis, categorical and continuous data regression analyses, count data, survival analyses, decision point and clustering analysis, and more, this practical book comprehensively demystifies all the statistical knowledge paramount to working in the field. Throughout the guide, the author team highlights common errors and pitfalls that occur when performing tests and when interpreting data and make suggestions for how to avoid mistakes. Chapters are uniformly structured for ease of use and each chapter concludes with reviewquestions to facilitate self-assessment of the reader's skill in use of statistical methods. Statistics for Pathologists teaches trainees, junior investigators, and seasoned pathologists how to look at their data from the point of view of a statistician and determine what tests should be done, how the data and test should be presented, and how to use the tests practically. Learning statistical applications can greatly enhance and simplify the skills necessary to review and present data accurately and this basic understanding of statistics is critical in pathology-related work. Key Features Clear, concise overviews of every relevant statistical test with application in pathology-related research Includes real published studies to provide examples of use of the tests and interpretation of data Emphasizes how to avoid common errors and pitfalls when conducting tests and interpreting data Provides self-assessment review questions and answers in each chapter Comes with downloadable datasets for the reader so that they can perform statistical analysis tied to the book with popular stats programs

Author : Margaret Sullivan Pepe
Publisher : OUP Oxford
Page : 319 pages
File Size : 48,7 Mb
Release : 2003-03-13
Category : Medical
ISBN : 9780191588617

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The Statistical Evaluation of Medical Tests for Classification and Prediction by Margaret Sullivan Pepe Pdf

This book describes statistical techniques for the design and evaluation of research studies on medical diagnostic tests, screening tests, biomarkers and new technologies for classification and prediction in medicine.

Author : Janet Susan Milton,Janice O. Tsokos
Publisher : McGraw-Hill Companies
Page : 520 pages
File Size : 49,7 Mb
Release : 1983
Category : Mathematics
ISBN : UOM:39015009866529

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Statistical Methods in the Biological and Health Sciences by Janet Susan Milton,Janice O. Tsokos Pdf

Milton's Statistical Methods in the Biological and Health Sciences offers comprehensive coverage for the applied statistics course for health and bio-related majors. This course focuses primarily on developing basic statistical techniques and relevant applications within a framework that addresses the needs of these specific audiences.

Author : Ding-Geng (Din) Chen,Jeffrey Wilson
Publisher : Springer
Page : 351 pages
File Size : 48,6 Mb
Release : 2015-08-31
Category : Medical
ISBN : 9783319185361

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Innovative Statistical Methods for Public Health Data by Ding-Geng (Din) Chen,Jeffrey Wilson Pdf

The book brings together experts working in public health and multi-disciplinary areas to present recent issues in statistical methodological development and their applications. This timely book will impact model development and data analyses of public health research across a wide spectrum of analysis. Data and software used in the studies are available for the reader to replicate the models and outcomes. The fifteen chapters range in focus from techniques for dealing with missing data with Bayesian estimation, health surveillance and population definition and implications in applied latent class analysis, to multiple comparison and meta-analysis in public health data. Researchers in biomedical and public health research will find this book to be a useful reference and it can be used in graduate level classes.