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Introduction to Statistical Analysis of Laboratory Data

Introduction to Statistical Analysis of Laboratory Data
Author: Alfred Bartolucci
Publisher: John Wiley & Sons
Total Pages: 259
Release: 2015-12-02
Genre: Mathematics
ISBN: 1118736869

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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


Introduction to Statistical Methods in Pathology

Introduction to Statistical Methods in Pathology
Author: Amir Momeni
Publisher: Springer
Total Pages: 317
Release: 2017-09-07
Genre: Medical
ISBN: 3319605437

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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.


Measurement Analysis

Measurement Analysis
Author: Mario Caria
Publisher:
Total Pages: 239
Release: 2000
Genre:
ISBN: 9781848160217

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The Statistical Analysis of Experimental Data

The Statistical Analysis of Experimental Data
Author: John Mandel
Publisher: Courier Corporation
Total Pages: 432
Release: 2012-06-08
Genre: Mathematics
ISBN: 048613959X

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First half of book presents fundamental mathematical definitions, concepts, and facts while remaining half deals with statistics primarily as an interpretive tool. Well-written text, numerous worked examples with step-by-step presentation. Includes 116 tables.


Statistics for Laboratory Scientists and Clinicians

Statistics for Laboratory Scientists and Clinicians
Author: Anne McDonnell Sill
Publisher: Cambridge University Press
Total Pages: 179
Release: 2021-07-08
Genre: Medical
ISBN: 1108477259

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


Statistical Methods in Laboratory Medicine

Statistical Methods in Laboratory Medicine
Author: P. W. Strike
Publisher: Butterworth-Heinemann
Total Pages: 553
Release: 2014-05-16
Genre: Medical
ISBN: 1483161927

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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.


Data Analysis for Chemistry

Data Analysis for Chemistry
Author: D. Brynn Hibbert
Publisher: OUP USA
Total Pages: 193
Release: 2006
Genre: Science
ISBN: 9780195162103

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Annotation. Definitions, Questions, and Useful Functions: Where to Find Things and What To Do1. Introduction2. Describing Data3. Hypothesis Testing4. Analysis of Variance5. Calibration.


Statistical Analysis of Laboratory Data

Statistical Analysis of Laboratory Data
Author: Stanley N. Deming
Publisher:
Total Pages: 0
Release: 2021
Genre: Statistics
ISBN:

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This first volume in a projected three-volume series provides the reader with a deep understanding of the basic theory required to carry out the statistical analysis of laboratory data. The approach is visual and conversational -- slow, steady, and effective. By the end of the book, the reader will be able to carry out one-sample statistical tests with self assurance and certainty. The books in this series are highly recommended as companion volumes for students beginning their first studies of statistics, whether in academia or industry -- the individual volumes present important statistical concepts with more clarity, depth, and breadth than are found in typical beginning textbooks.


Basic Statistics for Laboratories

Basic Statistics for Laboratories
Author: William D. Kelley
Publisher: John Wiley & Sons
Total Pages: 200
Release: 1992-04-16
Genre: Mathematics
ISBN:

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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.