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Laboratory Statistics

Laboratory Statistics
  • Author : Anders Kallner
  • Publisher :Unknown
  • Release Date :2017-10-23
  • Total pages :174
  • ISBN : 9780128143490
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Summary : 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

Laboratory Statistics

Laboratory Statistics
  • Author : Anders Kallner
  • Publisher :Unknown
  • Release Date :2013-09-06
  • Total pages :154
  • ISBN : 9780124169739
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Summary : 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

Basic Statistics for Laboratories

Basic Statistics for Laboratories
  • Author : William D. Kelley,Thomas A. Ratliff,Charles M. Nenadic
  • Publisher :Unknown
  • Release Date :1992
  • Total pages :175
  • ISBN : UOM:39015024770995
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Summary : 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.

Introduction to Statistical Analysis of Laboratory Data

Introduction to Statistical Analysis of Laboratory Data
  • Author : Alfred Bartolucci,Karan P. Singh,Sejong Bae
  • Publisher :Unknown
  • Release Date :2015-12-02
  • Total pages :256
  • ISBN : 9781118736869
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Summary : 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
  • Author : Eamonn Mullins
  • Publisher :Unknown
  • Release Date :2003
  • Total pages :455
  • ISBN : 0854046712
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Summary : 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 a key tool in Internal Laboratory Quality Control and 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 datasets, 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 and methods in thinking about and manipulating 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.

Quick Guide to Laboratory Statistics and Quality Control

Quick Guide to Laboratory Statistics and Quality Control
  • Author : George A. Fritsma,David McGlasson
  • Publisher :Unknown
  • Release Date :2012-05-01
  • Total pages :54
  • ISBN : 159425141X
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Summary :

Statistical Bases of Reference Values in Laboratory Medicine

Statistical Bases of Reference Values in Laboratory Medicine
  • Author : Eugene K. Harris,James C. Boyd
  • Publisher :Unknown
  • Release Date :1995-07-07
  • Total pages :384
  • ISBN : 0824793390
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Summary : 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 in Laboratory Medicine

Statistical Methods in Laboratory Medicine
  • Author : Paul W. Strike
  • Publisher :Unknown
  • Release Date :1991
  • Total pages :541
  • ISBN : UOM:39015024775069
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Summary : (1E Medical Laboratory Statistics) Intro. to concepts in probability regression multivariate analysis inference.

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology

Statistical Methods for Field and Laboratory Studies in Behavioral Ecology
  • Author : Scott Pardo,Michael Pardo
  • Publisher :Unknown
  • Release Date :2018-03-05
  • Total pages :302
  • ISBN : 9781351723152
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Summary : 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. ? ?

Clinical Laboratory Statistics

Clinical Laboratory Statistics
  • Author : Roy N. Barnett
  • Publisher :Unknown
  • Release Date :1971
  • Total pages :197
  • ISBN : UOM:39015003824425
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Summary : Principles of statistical analysis; Application of statistics in the clinical laboratory; Application of statistics in patient care; Statistics in medical literature.

Exam Prep for: Laboratory Statistics

Exam Prep for: Laboratory Statistics
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :2021
  • Total pages :229
  • ISBN : 1230987654XX
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Summary :

Clinical Chemistry, Immunology and Laboratory Quality Control

Clinical Chemistry, Immunology and Laboratory Quality Control
  • Author : Amitava Dasgupta,Amer Wahed
  • Publisher :Unknown
  • Release Date :2013-12-02
  • Total pages :504
  • ISBN : 9780124079359
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Summary : 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

Clinical Investigation and Statistics in Laboratory Medicine

Clinical Investigation and Statistics in Laboratory Medicine
  • Author : Richard G. Jones,R. Brian Payne
  • Publisher :Unknown
  • Release Date :1997
  • Total pages :196
  • ISBN : UOM:39015040051800
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Summary : 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.

Statistics in Psychology Laboratory Manual

Statistics in Psychology Laboratory Manual
  • Author : Michael D. Biderman,Katherine Helen Rogers
  • Publisher :Unknown
  • Release Date :2018-08-08
  • Total pages :229
  • ISBN : 1524959693
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Summary :

Statistics Play-By-Play

Statistics Play-By-Play
  • Author : Maureen PETKEWICH,Donald EDWARDS
  • Publisher :Unknown
  • Release Date :2018-03-06
  • Total pages :100
  • ISBN : 1524926914
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Summary :

Experimental Design for Laboratory Biologists

Experimental Design for Laboratory Biologists
  • Author : Stanley E. Lazic
  • Publisher :Unknown
  • Release Date :2016-10-31
  • Total pages :416
  • ISBN : 9781107074293
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Summary : A guide to designing lab-based biological experiments that have low bias, high precision and widely applicable results.

Statistics for the Clinical Laboratory

Statistics for the Clinical Laboratory
  • Author : Irwin M. Weisbrot
  • Publisher :Unknown
  • Release Date :1985
  • Total pages :198
  • ISBN : UOM:39015009553705
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Summary :

Laboratory Experiments in Information Retrieval

Laboratory Experiments in Information Retrieval
  • Author : Tetsuya Sakai
  • Publisher :Unknown
  • Release Date :2018-09-22
  • Total pages :150
  • ISBN : 9789811311994
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Summary : 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.

Annual Report - Statistical Laboratory, Iowa State University

Annual Report - Statistical Laboratory, Iowa State University
  • Author : Iowa State University. Statistical Laboratory
  • Publisher :Unknown
  • Release Date :1994
  • Total pages :229
  • ISBN : UOM:39015079393214
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Summary :

Technical Report Series of the Laboratory for Research in Statistics and Probability

Technical Report Series of the Laboratory for Research in Statistics and Probability
  • Author : Anonim
  • Publisher :Unknown
  • Release Date :1991
  • Total pages :229
  • ISBN : CORNELL:31924064498573
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Summary :

Laboratory Experiments in the Social Sciences

Laboratory Experiments in the Social Sciences
  • Author : Murray Webster,Jane Sell
  • Publisher :Unknown
  • Release Date :2014-07-01
  • Total pages :534
  • ISBN : 9780124051867
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Summary : While there are many books available on statistical analysis of data from experiments, there is significantly less available on the design, development, and actual conduct of the experiments. Laboratory Experiments in the Social Sciences summarizes how to design and conduct scientifically sound experiments, be they from surveys, interviews, observations, or experimental methods. The book encompasses how to collect reliable data, the appropriate uses of different methods, and how to avoid or resolve common problems in experimental research. Case study examples illustrate how multiple methods can be used to answer the same research questions and what kinds of outcome would result from each methodology. Sound data begins with effective data collection. This book will assist students and professionals alike in sociology, marketing, political science, anthropology, economics, and psychology. Provides a comprehensive summary of issues in social science experimentation, from ethics to design, management, and financing Offers "how-to" explanations of the problems and challenges faced by everyone involved in social science experiments Pays attention to both practical problems and to theoretical and philosophical arguments Defines commonalities and distinctions within and among experimental situations across the social sciences