Practical Statistics For Pharmaceutical Analysis

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Practical Statistics for Pharmaceutical Analysis

Author : James E. De Muth
Publisher : Springer Nature
ISBN 13 : 3030339890
Total Pages : 257 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Practical Statistics for Pharmaceutical Analysis by : James E. De Muth

Download or read book Practical Statistics for Pharmaceutical Analysis written by James E. De Muth and published by Springer Nature. This book was released on 2019-12-10 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an introductory statistics book designed to provide scientists with practical information needed to apply the most common statistical tests to laboratory research data. The book is designed to be practical and applicable, so only minimal information is devoted to theory or equations. Emphasis is placed on the underlying principles for effective data analysis and survey the statistical tests. It is of special value for scientists who have access to Minitab software. Examples are provides for all the statistical tests and explanation of the interpretation of these results presented with Minitab (similar to results for any common software package). The book is specifically designed to contribute to the AAPS series on advances in the pharmaceutical sciences. It benefits professional scientists or graduate students who have not had a formal statistics class, who had bad experiences in such classes, or who just fear/don’t understand statistics. Chapter 1 focuses on terminology and essential elements of statistical testing. Statistics is often complicated by synonyms and this chapter established the terms used in the book and how rudiments interact to create statistical tests. Chapter 2 discussed descriptive statistics that are used to organize and summarize sample results. Chapter 3 discussed basic assumptions of probability, characteristics of a normal distribution, alternative approaches for non-normal distributions and introduces the topic of making inferences about a larger population based on a small sample from that population. Chapter 4 discussed hypothesis testing where computer output is interpreted and decisions are made regarding statistical significance. This chapter also deasl with the determination of appropriate sample sizes. The next three chapters focus on tests that make decisions about a population base on a small subset of information. Chapter 5 looks at statistical tests that evaluate where a significant difference exists. In Chapter 6 the tests try to determine the extent and importance of relationships. In contrast to fifth chapter, Chapter 7 presents tests that evaluate the equivalence, not the difference between levels being tested. The last chapter deals with potential outlier or aberrant values and how to statistically determine if they should be removed from the sample data. Each statistical test presented includes an example problem with the resultant software output and how to interpret the results. Minimal time is spent on the mathematical calculations or theory. For those interested in the associated equations, supplemental figures are presented for each test with respective formulas. In addition, Appendix D presents the equations and proof for every output result for the various examples. Examples and results from the appropriate statistical results are displayed using Minitab 18Ò. In addition to the results, the required steps to analyze data using Minitab are presented with the examples for those having access to this software. Numerous other software packages are available, including based data analysis with Excel.

Pharmaceutical Statistics Using SAS

Author : Alex Dmitrienko, Ph.D.
Publisher : SAS Institute
ISBN 13 : 1629590304
Total Pages : 464 pages
Book Rating : 4.6/5 (295 download)

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Book Synopsis Pharmaceutical Statistics Using SAS by : Alex Dmitrienko, Ph.D.

Download or read book Pharmaceutical Statistics Using SAS written by Alex Dmitrienko, Ph.D. and published by SAS Institute. This book was released on 2007-02-07 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces a range of data analysis problems encountered in drug development and illustrates them using case studies from actual pre-clinical experiments and clinical studies. Includes a discussion of methodological issues, practical advice from subject matter experts, and review of relevant regulatory guidelines.

Basic Statistics and Pharmaceutical Statistical Applications

Author : James E. De Muth
Publisher : CRC Press
ISBN 13 : 1466596740
Total Pages : 838 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Basic Statistics and Pharmaceutical Statistical Applications by : James E. De Muth

Download or read book Basic Statistics and Pharmaceutical Statistical Applications written by James E. De Muth and published by CRC Press. This book was released on 2014-04-28 with total page 838 pages. Available in PDF, EPUB and Kindle. Book excerpt: Building on its best-selling predecessors, Basic Statistics and Pharmaceutical Statistical Applications, Third Edition covers statistical topics most relevant to those in the pharmaceutical industry and pharmacy practice. It focuses on the fundamentals required to understand descriptive and inferential statistics for problem solving. Incorporating

Essential Statistics for the Pharmaceutical Sciences

Author : Philip Rowe
Publisher : John Wiley & Sons
ISBN 13 : 1118913418
Total Pages : 431 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Essential Statistics for the Pharmaceutical Sciences by : Philip Rowe

Download or read book Essential Statistics for the Pharmaceutical Sciences written by Philip Rowe and published by John Wiley & Sons. This book was released on 2015-07-20 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Essential Statistics for the Pharmaceutical Sciences is targeted at all those involved in research in pharmacology, pharmacy or other areas of pharmaceutical science; everybody from undergraduate project students to experienced researchers should find the material they need. This book will guide all those who are not specialist statisticians in using sound statistical principles throughout the whole journey of a research project - designing the work, selecting appropriate statistical methodology and correctly interpreting the results. It deliberately avoids detailed calculation methodology. Its key features are friendliness and clarity. All methods are illustrated with realistic examples from within pharmaceutical science. This edition now includes expanded coverage of some of the topics included in the first edition and adds some new topics relevant to pharmaceutical research. a clear, accessible introduction to the key statistical techniques used within the pharmaceutical sciences all examples set in relevant pharmaceutical contexts. key points emphasised in summary boxes and warnings of potential abuses in ‘pirate boxes’. supplementary material - full data sets and detailed instructions for carrying out analyses using packages such as SPSS or Minitab – provided at: https://www.wiley.com/go/rowe/statspharmascience2e An invaluable introduction to statistics for any science student and an essential text for all those involved in pharmaceutical research at whatever level.

Pharmaceutical Statistics

Author : Sanford Bolton
Publisher :
ISBN 13 :
Total Pages : 680 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Pharmaceutical Statistics by : Sanford Bolton

Download or read book Pharmaceutical Statistics written by Sanford Bolton and published by . This book was released on 1990 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Pharmaceutical Statistics

Author : Sanford Bolton
Publisher : CRC Press
ISBN 13 : 1420074237
Total Pages : 666 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Pharmaceutical Statistics by : Sanford Bolton

Download or read book Pharmaceutical Statistics written by Sanford Bolton and published by CRC Press. This book was released on 2009-12-23 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through the use of practical examples and solutions, Pharmaceutical Statistics: Practical and Clinical Applications, Fifth Edition provides the most complete and comprehensive guide to the various statistical applications and research issues in the pharmaceutical industry, particularly in clinical trials and bioequivalence studies.

Introduction to Statistics in Pharmaceutical Clinical Trials

Author : Todd A. Durham
Publisher :
ISBN 13 : 9780853697145
Total Pages : 226 pages
Book Rating : 4.6/5 (971 download)

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Book Synopsis Introduction to Statistics in Pharmaceutical Clinical Trials by : Todd A. Durham

Download or read book Introduction to Statistics in Pharmaceutical Clinical Trials written by Todd A. Durham and published by . This book was released on 2008-01-01 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: All students of pharmaceutical sciences and clinical research need a solid knowledge and understanding of the nature, methods, application, and importance of statistics. Introduction to Statistics in Pharmaceutical Clinical Trials is an ideal introduction to statistics presented in the context of clinical trials conducted during pharmaceutical drug development. This novel approach both teaches the computational steps needed to conduct analyses and provides a conceptual understanding of how these analyses provide information that forms the rational basis for decision making throughout the drug development process.

Statistical Methodology in the Pharmaceutical Sciences

Author : D. A. Berry
Publisher : CRC Press
ISBN 13 : 1482276860
Total Pages : 592 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Statistical Methodology in the Pharmaceutical Sciences by : D. A. Berry

Download or read book Statistical Methodology in the Pharmaceutical Sciences written by D. A. Berry and published by CRC Press. This book was released on 2016-04-19 with total page 592 pages. Available in PDF, EPUB and Kindle. Book excerpt: A state-of-the-art handbook of statistical analysis for use in the pharmaceutical industry. Areas covered in this reference/text include: bioavailability, repeated-measures designs, dose-response, population models, multicenter trials, handling dropouts, survival analysis, robust data analysis, cate

Method Validation in Pharmaceutical Analysis

Author : Joachim Ermer
Publisher : John Wiley & Sons
ISBN 13 : 3527604472
Total Pages : 418 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Method Validation in Pharmaceutical Analysis by : Joachim Ermer

Download or read book Method Validation in Pharmaceutical Analysis written by Joachim Ermer and published by John Wiley & Sons. This book was released on 2006-03-06 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adopting a practical approach, the authors provide a detailed interpretation of the existing regulations (GMP, ICH), while also discussing the appropriate calculations, parameters and tests. The book thus allows readers to validate the analysis of pharmaceutical compounds while complying with both the regulations as well as the industry demands for robustness and cost effectiveness. Following an introduction to the basic parameters and tests in pharmaceutical validation, including specificity, linearity, range, precision, accuracy, detection and quantitation limits, the text focuses on a life-cycle approach to validation and the integration of validation into the whole analytical quality assurance system. The whole is rounded off with a look at future trends. With its first-hand knowledge of the industry as well as regulating bodies, this is an invaluable reference for analytical chemists, the pharmaceutical industry, pharmaceutists, QA officers, and public authorities.

Multiple Testing Problems in Pharmaceutical Statistics

Author : Alex Dmitrienko
Publisher : CRC Press
ISBN 13 : 1584889853
Total Pages : 323 pages
Book Rating : 4.5/5 (848 download)

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Book Synopsis Multiple Testing Problems in Pharmaceutical Statistics by : Alex Dmitrienko

Download or read book Multiple Testing Problems in Pharmaceutical Statistics written by Alex Dmitrienko and published by CRC Press. This book was released on 2009-12-08 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Useful Statistical Approaches for Addressing Multiplicity IssuesIncludes practical examples from recent trials Bringing together leading statisticians, scientists, and clinicians from the pharmaceutical industry, academia, and regulatory agencies, Multiple Testing Problems in Pharmaceutical Statistics explores the rapidly growing area of multiple c

Statistical Issues in Drug Development

Author : Stephen S. Senn
Publisher : John Wiley & Sons
ISBN 13 : 9780470723579
Total Pages : 523 pages
Book Rating : 4.7/5 (235 download)

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Book Synopsis Statistical Issues in Drug Development by : Stephen S. Senn

Download or read book Statistical Issues in Drug Development written by Stephen S. Senn and published by John Wiley & Sons. This book was released on 2008-02-28 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug development is the process of finding and producingtherapeutically useful pharmaceuticals, turning them into safe andeffective medicine, and producing reliable information regardingthe appropriate dosage and dosing intervals. With regulatoryauthorities demanding increasingly higher standards in suchdevelopments, statistics has become an intrinsic and criticalelement in the design and conduct of drug development programmes. Statistical Issues in Drug Development presents anessential and thought provoking guide to the statistical issues andcontroversies involved in drug development. This highly readable second edition has been updated toinclude: Comprehensive coverage of the design and interpretation ofclinical trials. Expanded sections on missing data, equivalence, meta-analysisand dose finding. An examination of both Bayesian and frequentist methods. A new chapter on pharmacogenomics and expanded coverage ofpharmaco-epidemiology and pharmaco-economics. Coverage of the ICH guidelines, in particular ICH E9,Statistical Principles for Clinical Trials. It is hoped that the book will stimulate dialogue betweenstatisticians and life scientists working within the pharmaceuticalindustry. The accessible and wide-ranging coverage make itessential reading for both statisticians and non-statisticiansworking in the pharmaceutical industry, regulatory bodies andmedical research institutes. There is also much to benefitundergraduate and postgraduate students whose courses include amedical statistics component.

Clinical Trials

Author : Duolao Wang
Publisher : Remedica
ISBN 13 : 1901346722
Total Pages : 497 pages
Book Rating : 4.9/5 (13 download)

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Book Synopsis Clinical Trials by : Duolao Wang

Download or read book Clinical Trials written by Duolao Wang and published by Remedica. This book was released on 2006 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains statistics specifically for a medically literate audience. Readers gain not only an understanding of the basics of medical statistics, but also a critical insight into how to review and evaluate clinical trial evidence.

Statistical Methods in Analytical Chemistry

Author : Peter C. Meier
Publisher : John Wiley & Sons
ISBN 13 : 0471726117
Total Pages : 452 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Statistical Methods in Analytical Chemistry by : Peter C. Meier

Download or read book Statistical Methods in Analytical Chemistry written by Peter C. Meier and published by John Wiley & Sons. This book was released on 2005-03-04 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of a successful, bestselling book continues to provide you with practical information on the use of statistical methods for solving real-world problems in complex industrial environments. Complete with examples from the chemical and pharmaceutical laboratory and manufacturing areas, this thoroughly updated book clearly demonstrates how to obtain reliable results by choosing the most appropriate experimental design and data evaluation methods. Unlike other books on the subject, Statistical Methods in Analytical Chemistry, Second Edition presents and solves problems in the context of a comprehensive decision-making process under GMP rules: Would you recommend the destruction of a $100,000 batch of product if one of four repeat determinations barely fails the specification limit? How would you prevent this from happening in the first place? Are you sure the calculator you are using is telling the truth? To help you control these situations, the new edition: * Covers univariate, bivariate, and multivariate data * Features case studies from the pharmaceutical and chemical industries demonstrating typical problems analysts encounter and the techniques used to solve them * Offers information on ancillary techniques, including a short introduction to optimization, exploratory data analysis, smoothing and computer simulation, and recapitulation of error propagation * Boasts numerous Excel files and compiled Visual Basic programs-no statistical table lookups required! * Uses Monte Carlo simulation to illustrate the variability inherent in statistically indistinguishable data sets Statistical Methods in Analytical Chemistry, Second Edition is an excellent, one-of-a-kind resource for laboratory scientists and engineers and project managers who need to assess data reliability; QC staff, regulators, and customers who want to frame realistic requirements and specifications; as well as educators looking for real-life experiments and advanced students in chemistry and pharmaceutical science. From the reviews of Statistical Methods in Analytical Chemistry, First Edition: "This book is extremely valuable. The authors supply many very useful programs along with their source code. Thus, the user can check the authenticity of the result and gain a greater understanding of the algorithm from the code. It should be on the bookshelf of every analytical chemist."-Applied Spectroscopy "The authors have compiled an interesting collection of data to illustrate the application of statistical methods . . . including calibrating, setting detection limits, analyzing ANOVA data, analyzing stability data, and determining the influence of error propagation."-Clinical Chemistry "The examples are taken from a chemical/pharmaceutical environment, but serve as convenient vehicles for the discussion of when to use which test, and how to make sense out of the results. While practical use of statistics is the major concern, it is put into perspective, and the reader is urged to use plausibility checks."-Journal of Chemical Education "The discussion of univariate statistical tests is one of the more thorough I have seen in this type of book . . . The treatment of linear regression is also thorough, and a complete set of equations for uncertainty in the results is presented . . . The bibliography is extensive and will serve as a valuable resource for those seeking more information on virtually any topic covered in the book."-Journal of American Chemical Society "This book treats the application of statistics to analytical chemistry in a very practical manner. [It] integrates PC computing power, testing programs, and analytical know-how in the context of good manufacturing practice/good laboratory practice (GMP/GLP) . . .The book is of value in many fields of analytical chemistry and should be available in all relevant libraries."-Chemometrics and Intelligent Laboratory Systems

A Practical Guide to Scientific Data Analysis

Author : David J. Livingstone
Publisher : John Wiley & Sons
ISBN 13 : 047068481X
Total Pages : 358 pages
Book Rating : 4.4/5 (76 download)

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Book Synopsis A Practical Guide to Scientific Data Analysis by : David J. Livingstone

Download or read book A Practical Guide to Scientific Data Analysis written by David J. Livingstone and published by John Wiley & Sons. This book was released on 2009-12-10 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inspired by the author's need for practical guidance in the processes of data analysis, A Practical Guide to Scientific Data Analysis has been written as a statistical companion for the working scientist. This handbook of data analysis with worked examples focuses on the application of mathematical and statistical techniques and the interpretation of their results. Covering the most common statistical methods for examining and exploring relationships in data, the text includes extensive examples from a variety of scientific disciplines. The chapters are organised logically, from planning an experiment, through examining and displaying the data, to constructing quantitative models. Each chapter is intended to stand alone so that casual users can refer to the section that is most appropriate to their problem. Written by a highly qualified and internationally respected author this text: Presents statistics for the non-statistician Explains a variety of methods to extract information from data Describes the application of statistical methods to the design of “performance chemicals” Emphasises the application of statistical techniques and the interpretation of their results Of practical use to chemists, biochemists, pharmacists, biologists and researchers from many other scientific disciplines in both industry and academia.

Practical Statistical Methods

Author : Lakshmi Padgett
Publisher : CRC Press
ISBN 13 : 1439812829
Total Pages : 307 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Practical Statistical Methods by : Lakshmi Padgett

Download or read book Practical Statistical Methods written by Lakshmi Padgett and published by CRC Press. This book was released on 2011-04-25 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Statistical Methods: A SAS Programming Approach presents a broad spectrum of statistical methods useful for researchers without an extensive statistical background. In addition to nonparametric methods, it covers methods for discrete and continuous data. Omitting mathematical details and complicated formulae, the text provides SAS programs to carry out the necessary analyses and draw appropriate inferences for common statistical problems. After introducing fundamental statistical concepts, the author describes methods used for quantitative data and continuous data following normal and nonnormal distributions. She then focuses on regression methodology, highlighting simple linear regression, logistic regression, and the proportional hazards model. The final chapter briefly discusses such miscellaneous topics as propensity scores, misclassification errors, interim analysis, conditional power, bootstrap, and jackknife. With SAS code and output integrated throughout, this book shows how to interpret data using SAS and illustrates the many statistical methods available for tackling problems in a range of fields, including the pharmaceutical industry and the social sciences.

Statistics in Drug Research

Author : Shein-Chung Chow
Publisher : CRC Press
ISBN 13 : 9780203910146
Total Pages : 412 pages
Book Rating : 4.9/5 (11 download)

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Book Synopsis Statistics in Drug Research by : Shein-Chung Chow

Download or read book Statistics in Drug Research written by Shein-Chung Chow and published by CRC Press. This book was released on 2002-02-20 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emphasizing the role of good statistical practices (GSP) in drug research and formulation, this book outlines important statistics applications for each stage of pharmaceutical development to ensure the valid design, analysis, and assessment of drug products under investigation and establish the safety and efficacy of pharmaceutical compounds. Cove

Statistical Remedies for Medical Researchers

Author : Peter F. Thall
Publisher : Springer Nature
ISBN 13 : 3030437140
Total Pages : 297 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Statistical Remedies for Medical Researchers by : Peter F. Thall

Download or read book Statistical Remedies for Medical Researchers written by Peter F. Thall and published by Springer Nature. This book was released on 2020-03-12 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book illustrates numerous statistical practices that are commonly used by medical researchers, but which have severe flaws that may not be obvious. For each example, it provides one or more alternative statistical methods that avoid misleading or incorrect inferences being made. The technical level is kept to a minimum to make the book accessible to non-statisticians. At the same time, since many of the examples describe methods used routinely by medical statisticians with formal statistical training, the book appeals to a broad readership in the medical research community.