Multivariate Interpretation Of Clinical Laboratory Data
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Author | : Adelin Albert |
Publisher | : CRC Press |
Total Pages | : 332 |
Release | : 1987-01-09 |
Genre | : Mathematics |
ISBN | : 9780824777357 |
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 | : P. W. Strike |
Publisher | : Butterworth-Heinemann |
Total Pages | : 553 |
Release | : 2014-05-16 |
Genre | : Medical |
ISBN | : 1483161927 |
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 | : Alfred Bartolucci |
Publisher | : John Wiley & Sons |
Total Pages | : 259 |
Release | : 2015-12-02 |
Genre | : Mathematics |
ISBN | : 1118736869 |
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 | : Subir Ghosh |
Publisher | : CRC Press |
Total Pages | : 688 |
Release | : 1999-04-29 |
Genre | : Mathematics |
ISBN | : 1482289822 |
"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 | : Eugene K. Harris |
Publisher | : CRC Press |
Total Pages | : 388 |
Release | : 1995-07-07 |
Genre | : Mathematics |
ISBN | : 9780824793395 |
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 | : R.W. Farebrother |
Publisher | : CRC Press |
Total Pages | : 267 |
Release | : 2002-06-14 |
Genre | : Mathematics |
ISBN | : 0824744608 |
An examination of classic algorithms, geometric diagrams and mechanical principles for enhanced visualization of statistical estimation procedures and mathematical concepts in physics, engineering and computer programming.
Author | : Thomas B. Barker |
Publisher | : CRC Press |
Total Pages | : 268 |
Release | : 1990-08-31 |
Genre | : Technology & Engineering |
ISBN | : 9780824782467 |
Author | : Subir Ghosh |
Publisher | : CRC Press |
Total Pages | : 456 |
Release | : 2020-09-02 |
Genre | : Technology & Engineering |
ISBN | : 1000148599 |
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.
Author | : Jagdish K. Patel |
Publisher | : CRC Press |
Total Pages | : 452 |
Release | : 1996-01-16 |
Genre | : Mathematics |
ISBN | : 9780824793425 |
"Traces the historical development of the normal law. Second Edition offers a comprehensive treatment of the bivariate normal distribution--presenting entirely new material on normal integrals, asymptotic normality, the asymptotic properties of order statistics, and point estimation and statistical intervals."
Author | : Subir Ghosh |
Publisher | : CRC Press |
Total Pages | : 864 |
Release | : 1999-02-18 |
Genre | : Mathematics |
ISBN | : 9780824700515 |
"Contains over 2500 equations and exhaustively covers not only nonparametrics but also parametric, semiparametric, frequentist, Bayesian, bootstrap, adaptive, univariate, and multivariate statistical methods, as well as practical uses of Markov chain models."