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Laboratory Statistics

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Laboratory Statistics

Laboratory Statistics Book
Author : Anders Kallner
Publisher : Elsevier
Release : 2013-09-06
ISBN : 0124169732
Language : En, Es, Fr & De

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Book Description :

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

Statistics for Laboratory Scientists and Clinicians

Statistics for Laboratory Scientists and Clinicians Book
Author : Anne McDonnell Sill
Publisher : Cambridge University Press
Release : 2021-07-08
ISBN : 1108477259
Language : En, Es, Fr & De

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Book Description :

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

Laboratory Statistics

Laboratory Statistics Book
Author : Anders Kallner
Publisher : Elsevier
Release : 2017-10-23
ISBN : 0128143495
Language : En, Es, Fr & De

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Book Description :

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

Introduction to Statistical Analysis of Laboratory Data

Introduction to Statistical Analysis of Laboratory Data Book
Author : Alfred Bartolucci,Karan P. Singh,Sejong Bae
Publisher : John Wiley & Sons
Release : 2015-12-02
ISBN : 1118736869
Language : En, Es, Fr & De

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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

Statistics for the Quality Control Chemistry Laboratory

Statistics for the Quality Control Chemistry Laboratory Book
Author : Eamonn Mullins
Publisher : Royal Society of Chemistry
Release : 2007-10-31
ISBN : 1847551939
Language : En, Es, Fr & De

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Book Description :

Statistical methods are essential tools for analysts, particularly those working in Quality Control Laboratories. This book provides a sound introduction to their use in analytical chemistry, without requiring a strong mathematical background. It emphasises simple graphical methods of data analysis, such as control charts, which are also a fundamental requirement in laboratory accreditation. A large part of the book is concerned with the design and analysis of laboratory experiments, including sample size determination. Practical case studies and many real databases from both QC laboratories and the research literature, are used to illustrate the ideas in action. The aim of Statistics for the Quality Control Chemistry Laboratory is to give the reader a strong grasp of the concept of statistical variation in laboratory data and of the value of simple statistical ideas ad methods in thinking about and manipulation such data, It will be invaluable to analysts working in QC laboratories in industry, hospitals and public health, and will also be welcomed as a textbook for aspiring analysts in colleges and universities.

Basic Statistics for Laboratories

Basic Statistics for Laboratories Book
Author : William D. Kelley,Thomas A. Ratliff,Charles Nenadic
Publisher : John Wiley & Sons Incorporated
Release : 1992-04-16
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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.

Statistical Bases of Reference Values in Laboratory Medicine

Statistical Bases of Reference Values in Laboratory Medicine Book
Author : Eugene K. Harris,James C. Boyd
Publisher : CRC Press
Release : 1995-07-07
ISBN : 9780824793395
Language : En, Es, Fr & De

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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.

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology Book
Author : Scott Pardo,Michael Pardo
Publisher : CRC Press
Release : 2018-03-05
ISBN : 1351723154
Language : En, Es, Fr & De

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Book Description :

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology focuses on how statistical methods may be used to make sense of behavioral ecology and other data. It presents fundamental concepts in statistical inference and intermediate topics such as multiple least squares regression and ANOVA. The objective is to teach students to recognize situations where various statistical methods should be used, understand the strengths and limitations of the methods, and to show how they are implemented in R code. Examples are based on research described in the literature of behavioral ecology, with data sets and analysis code provided. Features: This intermediate to advanced statistical methods text was written with the behavioral ecologist in mind Computer programs are provided, written in the R language. Datasets are also provided, mostly based, at least to some degree, on real studies. Methods and ideas discussed include multiple regression and ANOVA, logistic and Poisson regression, machine learning and model identification, time-to-event modeling, time series and stochastic modeling, game-theoretic modeling, multivariate methods, study design/sample size, and what to do when things go wrong. It is assumed that the reader has already had exposure to statistics through a first introductory course at least, and also has sufficient knowledge of R. However, some introductory material is included to aid the less initiated reader. Scott Pardo, Ph.D., is an accredited professional statistician (PStat®) by the American Statistical Association. Michael Pardo is a Ph.D. is a candidate in behavioral ecology at Cornell University, specializing in animal communication and social behavior.

Statistical Methods in Laboratory Medicine

Statistical Methods in Laboratory Medicine Book
Author : P. W. Strike
Publisher : Butterworth-Heinemann
Release : 2014-05-16
ISBN : 1483161927
Language : En, Es, Fr & De

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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.

Stat Labs

Stat Labs Book
Author : Deborah Nolan,Terry P. Speed
Publisher : Springer Science & Business Media
Release : 2006-05-02
ISBN : 0387227431
Language : En, Es, Fr & De

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Book Description :

Integrating the theory and practice of statistics through a series of case studies, each lab introduces a problem, provides some scientific background, suggests investigations for the data, and provides a summary of the theory used in each case. Aimed at upper-division students.

Laboratory Experiments in Information Retrieval

Laboratory Experiments in Information Retrieval Book
Author : Tetsuya Sakai
Publisher : Springer
Release : 2018-09-22
ISBN : 9811311994
Language : En, Es, Fr & De

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Book Description :

Covering aspects from principles and limitations of statistical significance tests to topic set size design and power analysis, this book guides readers to statistically well-designed experiments. Although classical statistical significance tests are to some extent useful in information retrieval (IR) evaluation, they can harm research unless they are used appropriately with the right sample sizes and statistical power and unless the test results are reported properly. The first half of the book is mainly targeted at undergraduate students, and the second half is suitable for graduate students and researchers who regularly conduct laboratory experiments in IR, natural language processing, recommendations, and related fields. Chapters 1–5 review parametric significance tests for comparing system means, namely, t-tests and ANOVAs, and show how easily they can be conducted using Microsoft Excel or R. These chapters also discuss a few multiple comparison procedures for researchers who are interested in comparing every system pair, including a randomised version of Tukey's Honestly Significant Difference test. The chapters then deal with known limitations of classical significance testing and provide practical guidelines for reporting research results regarding comparison of means. Chapters 6 and 7 discuss statistical power. Chapter 6 introduces topic set size design to enable test collection builders to determine an appropriate number of topics to create. Readers can easily use the author’s Excel tools for topic set size design based on the paired and two-sample t-tests, one-way ANOVA, and confidence intervals. Chapter 7 describes power-analysis-based methods for determining an appropriate sample size for a new experiment based on a similar experiment done in the past, detailing how to utilize the author’s R tools for power analysis and how to interpret the results. Case studies from IR for both Excel-based topic set size design and R-based power analysis are also provided.

Laboratory Statistics

Laboratory Statistics Book
Author : Anders Kallner
Publisher : Elsevier Science Limited
Release : 2013-09-27
ISBN : 9780124169715
Language : En, Es, Fr & De

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Book Description :

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

Henry s Clinical Diagnosis and Management by Laboratory Methods E Book

Henry s Clinical Diagnosis and Management by Laboratory Methods E Book Book
Author : Richard A. McPherson,Matthew R. Pincus
Publisher : Elsevier Health Sciences
Release : 2011-09-06
ISBN : 1455726842
Language : En, Es, Fr & De

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Book Description :

Recognized as the definitive book in laboratory medicine since 1908, Henry’s Clinical Diagnosis and Management by Laboratory Methods, edited by Richard A. McPherson, MD and Matthew R. Pincus, MD, PhD, is a comprehensive, multidisciplinary pathology reference that gives you state-of-the-art guidance on lab test selection and interpretation of results. Revisions throughout keep you current on the latest topics in the field, such as biochemical markers of bone metabolism, clinical enzymology, pharmacogenomics, and more! A user-friendly full-color layout puts all the latest, most essential knowledge at your fingertips. Update your understanding of the scientific foundation and clinical application of today's complete range of laboratory tests. Get optimal test results with guidance on error detection, correction, and prevention as well as cost-effective test selection. Reference the information you need quickly and easily thanks to a full-color layout, many new color illustrations and visual aids, and an organization by organ system. Master all the latest approaches in clinical laboratory medicine with new and updated coverage of: the chemical basis for analyte assays and common interferences; lipids and dyslipoproteinemia; markers in the blood for cardiac injury evaluation and related stroke disorders; coagulation testing for antiplatelet drugs such as aspirin and clopidogrel; biochemical markers of bone metabolism; clinical enzymology; hematology and transfusion medicine; medical microbiology; body fluid analysis; and many other rapidly evolving frontiers in the field. Effectively monitor the pace of drug clearing in patients undergoing pharmacogenomic treatments with a new chapter on this groundbreaking new area. Apply the latest best practices in clinical laboratory management with special chapters on organization, work flow, quality control, interpretation of results, informatics, financial management, and establishing a molecular diagnostics laboratory. Confidently prepare for the upcoming recertification exams for clinical pathologists set to begin in 2016.

Clinical Chemistry Immunology and Laboratory Quality Control

Clinical Chemistry  Immunology and Laboratory Quality Control Book
Author : Amitava Dasgupta,Amer Wahed
Publisher : Academic Press
Release : 2013-12-02
ISBN : 0124079350
Language : En, Es, Fr & De

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Book Description :

All pathology residents must have a good command of clinical chemistry, toxicology, immunology, and laboratory statistics to be successful pathologists, as well as to pass the American Board of Pathology examination. Clinical chemistry, however, is a topic in which many senior medical students and pathology residents face challenges. Clinical Chemistry, Immunology and Laboratory Quality Control meets this challenge head on with a clear and easy-to-read presentation of core topics and detailed case studies that illustrate the application of clinical chemistry knowledge to everyday patient care. This basic primer offers practical examples of how things function in the pathology clinic as well as useful lists, sample questions, and a bullet-point format ideal for quick pre-Board review. While larger textbooks in clinical chemistry provide highly detailed information regarding instrumentation and statistics, this may be too much information for students, residents, and clinicians. This book is designed to educate senior medical students, residents, and fellows, and to "refresh" the knowledge base of practicing clinicians on how tests are performed in their laboratories (i.e., method principles, interferences, and limitations). Takes a practical and easy-to-read approach to understanding clinical chemistry and toxicology Covers all important clinical information found in larger textbooks in a more succinct and easy-to-understand manner Covers essential concepts in instrumentation and statistics in such a way that fellows and clinicians understand the methods without having to become specialists in the field Includes chapters on drug-herb interaction and pharmacogenomics, topics not covered by textbooks in the field of clinical chemistry or laboratory medicine

Henry s Clinical Diagnosis and Management by Laboratory Methods First South Asia Edition e Book

Henry s Clinical Diagnosis and Management by Laboratory Methods  First South Asia Edition e Book Book
Author : Richard A. McPherson
Publisher : Elsevier India
Release : 2016-08-31
ISBN : 8131246779
Language : En, Es, Fr & De

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Book Description :

To interpret the laboratory results. To distinguish the normal from the abnormal and to understand the merits and demerits of the assays under study. The book attempts to train a laboratory medicine student to achieve sound knowledge of analytical methods and quality control practices, to interpret the laboratory results, to distinguish the normal from the abnormal and to understand the merits and demerits of the assays under study.

Performance Driven Quality Control

Performance Driven Quality Control Book
Author : Zoe C. Brooks
Publisher : Amer. Assoc. for Clinical Chemistry
Release : 2001
ISBN : 9781890883546
Language : En, Es, Fr & De

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Book Description :

Download Performance Driven Quality Control book written by Zoe C. Brooks, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Encyclopedia of Biopharmaceutical Statistics Four Volume Set

Encyclopedia of Biopharmaceutical Statistics   Four Volume Set Book
Author : Shein-Chung Chow
Publisher : CRC Press
Release : 2018-09-03
ISBN : 135111025X
Language : En, Es, Fr & De

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Book Description :

Since the publication of the first edition in 2000, there has been an explosive growth of literature in biopharmaceutical research and development of new medicines. This encyclopedia (1) provides a comprehensive and unified presentation of designs and analyses used at different stages of the drug development process, (2) gives a well-balanced summary of current regulatory requirements, and (3) describes recently developed statistical methods in the pharmaceutical sciences. Features of the Fourth Edition: 1. 78 new and revised entries have been added for a total of 308 chapters and a fourth volume has been added to encompass the increased number of chapters. 2. Revised and updated entries reflect changes and recent developments in regulatory requirements for the drug review/approval process and statistical designs and methodologies. 3. Additional topics include multiple-stage adaptive trial design in clinical research, translational medicine, design and analysis of biosimilar drug development, big data analytics, and real world evidence for clinical research and development. 4. A table of contents organized by stages of biopharmaceutical development provides easy access to relevant topics. About the Editor: Shein-Chung Chow, Ph.D. is currently an Associate Director, Office of Biostatistics, U.S. Food and Drug Administration (FDA). Dr. Chow is an Adjunct Professor at Duke University School of Medicine, as well as Adjunct Professor at Duke-NUS, Singapore and North Carolina State University. Dr. Chow is the Editor-in-Chief of the Journal of Biopharmaceutical Statistics and the Chapman & Hall/CRC Biostatistics Book Series and the author of 28 books and over 300 methodology papers. He was elected Fellow of the American Statistical Association in 1995.

Public Health Service Publication

Public Health Service Publication Book
Author : Anonim
Publisher : Unknown
Release : 1970
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Public Health Service Publication book written by , available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

College Science Improvement Programs COSIP A B Report

College Science Improvement Programs  COSIP A   B Report Book
Author : National Science Foundation (U.S.). Office of Experimental Programs
Publisher : Unknown
Release : 1974
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download College Science Improvement Programs COSIP A B Report book written by National Science Foundation (U.S.). Office of Experimental Programs, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Occupational Outlook Handbook

Occupational Outlook Handbook Book
Author : United States. Bureau of Labor Statistics
Publisher : Unknown
Release : 1976
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Occupational Outlook Handbook book written by United States. Bureau of Labor Statistics, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.