Author: Adelin Albert
Publisher: CRC Press
ISBN: 9780824777357
Category : Mathematics
Languages : en
Pages : 332
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Book Description
This first of its kind guide describes statistical methods for the effective and efficient analysis of multivariate laboratory data, providing coverage which goes well beyond the standard single-sample diagnostic tools that regularly appear in medical literature.
Author: Alfred Bartolucci
Publisher: John Wiley & Sons
ISBN: 1118736869
Category : Mathematics
Languages : en
Pages : 259
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Book Description
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: Wytze Pier Oosterhuis
Publisher:
ISBN: 9789090066875
Category : Models, statistical
Languages : en
Pages : 104
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Book Description
Author: Henry B. Slotnick
Publisher:
ISBN:
Category : Multivariate analysis
Languages : en
Pages : 266
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Book Description
Author: P. W. Strike
Publisher: Butterworth-Heinemann
ISBN: 1483161927
Category : Medical
Languages : en
Pages : 553
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Book Description
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: Eugene K. Harris
Publisher: CRC Press
ISBN: 9780824784003
Category : Mathematics
Languages : en
Pages : 256
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Book Description
Written for clinicians and biostatisticians, describes nonparametric and quasiparametric (regression) methods of analyzing survivorship data in clinical studies, emphasizing the interpretation and reasoning behind the methods. Explains the established methods for summarizing the results of the major
Author: Subir Ghosh
Publisher: CRC Press
ISBN: 1482289822
Category : Mathematics
Languages : en
Pages : 688
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Book Description
"Describes recent developments and surveys important topics in the areas of multivariate analysis, design of experiments, and survey sampling. Features the work of nearly 50 international leaders."
Author: Camille Heusghem
Publisher: CRC Press
ISBN: 9780824717445
Category : Science
Languages : en
Pages : 448
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Book Description
Author: Eugene K. Harris
Publisher: CRC Press
ISBN: 9780824793395
Category : Mathematics
Languages : en
Pages : 388
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Book Description
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: Subir Ghosh
Publisher: CRC Press
ISBN: 1000148599
Category : Technology & Engineering
Languages : en
Pages : 456
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Book Description
Explains the role of statistics in improving the quality of collecting and analyzing information for a wide variety of applications. The book examines the function of statisticians in quality improvement. It discusses statistical process control, quality statistical tables, and quality and warranty; quality standards in medicine and public health; Taguchi robust designs and survival models; and more.
