Statistics In Drug Research

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Statistics in Drug Research

Author : Shein-Chung Chow
Publisher : CRC Press
ISBN 13 : 0824743881
Total Pages : 359 pages
Book Rating : 4.8/5 (247 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 359 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. Coverage include statistical techniques for assay validation and evaluation of drug performance characteristics, testing population/individual bioequivalence and in vitro bioequivalence according to the most recent FDA guidelines, basic considerations for the design and analysis of therapeutic equivalence and noninferiority trials.

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.

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 Issues in Drug Research and Development

Author : KarlE. Peace
Publisher : Routledge
ISBN 13 : 1351414437
Total Pages : 384 pages
Book Rating : 4.3/5 (514 download)

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Book Synopsis Statistical Issues in Drug Research and Development by : KarlE. Peace

Download or read book Statistical Issues in Drug Research and Development written by KarlE. Peace and published by Routledge. This book was released on 2017-09-19 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Methods in Drug Combination Studies

Author : Wei Zhao
Publisher : CRC Press
ISBN 13 : 1482216752
Total Pages : 236 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Statistical Methods in Drug Combination Studies by : Wei Zhao

Download or read book Statistical Methods in Drug Combination Studies written by Wei Zhao and published by CRC Press. This book was released on 2014-12-19 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: The growing interest in using combination drugs to treat various complex diseases has spawned the development of many novel statistical methodologies. The theoretical development, coupled with advances in statistical computing, makes it possible to apply these emerging statistical methods in in vitro and in vivo drug combination assessments. Howeve

Improving and Accelerating Therapeutic Development for Nervous System Disorders

Author : Institute of Medicine
Publisher : National Academies Press
ISBN 13 : 0309292492
Total Pages : 118 pages
Book Rating : 4.3/5 (92 download)

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Book Synopsis Improving and Accelerating Therapeutic Development for Nervous System Disorders by : Institute of Medicine

Download or read book Improving and Accelerating Therapeutic Development for Nervous System Disorders written by Institute of Medicine and published by National Academies Press. This book was released on 2014-02-06 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: Improving and Accelerating Therapeutic Development for Nervous System Disorders is the summary of a workshop convened by the IOM Forum on Neuroscience and Nervous System Disorders to examine opportunities to accelerate early phases of drug development for nervous system drug discovery. Workshop participants discussed challenges in neuroscience research for enabling faster entry of potential treatments into first-in-human trials, explored how new and emerging tools and technologies may improve the efficiency of research, and considered mechanisms to facilitate a more effective and efficient development pipeline. There are several challenges to the current drug development pipeline for nervous system disorders. The fundamental etiology and pathophysiology of many nervous system disorders are unknown and the brain is inaccessible to study, making it difficult to develop accurate models. Patient heterogeneity is high, disease pathology can occur years to decades before becoming clinically apparent, and diagnostic and treatment biomarkers are lacking. In addition, the lack of validated targets, limitations related to the predictive validity of animal models - the extent to which the model predicts clinical efficacy - and regulatory barriers can also impede translation and drug development for nervous system disorders. Improving and Accelerating Therapeutic Development for Nervous System Disorders identifies avenues for moving directly from cellular models to human trials, minimizing the need for animal models to test efficacy, and discusses the potential benefits and risks of such an approach. This report is a timely discussion of opportunities to improve early drug development with a focus toward preclinical trials.

Interface between Regulation and Statistics in Drug Development

Author : Demissie Alemayehu
Publisher : CRC Press
ISBN 13 : 1000215709
Total Pages : 146 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Interface between Regulation and Statistics in Drug Development by : Demissie Alemayehu

Download or read book Interface between Regulation and Statistics in Drug Development written by Demissie Alemayehu and published by CRC Press. This book was released on 2020-11-11 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the critical role of statistics in the design, conduct, analysis and reporting of clinical trials or observational studies intended for regulatory purposes, numerous guidelines have been issued by regulatory authorities around the world focusing on statistical issues related to drug development. However, the available literature on this important topic is sporadic, and often not readily accessible to drug developers or regulatory personnel. This book provides a systematic exposition of the interplay between the two disciplines, including emerging themes pertaining to the acceleration of the development of pharmaceutical medicines to serve patients with unmet needs. Features: Regulatory and statistical interactions throughout the drug development continuum The critical role of the statistician in relation to the changing regulatory and healthcare landscapes Statistical issues that commonly arise in the course of drug development and regulatory interactions Trending topics in drug development, with emphasis on current regulatory thinking and the associated challenges and opportunities The book is designed to be accessible to readers with an intermediate knowledge of statistics, and can be a useful resource to statisticians, medical researchers, and regulatory personnel in drug development, as well as graduate students in the health sciences. The authors’ decades of experience in the pharmaceutical industry and academia, and extensive regulatory experience, comes through in the many examples throughout the book.

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.

Applied Statistics in the Pharmaceutical Industry

Author : Steven P. Millard
Publisher : Springer Science & Business Media
ISBN 13 : 1475734662
Total Pages : 518 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Applied Statistics in the Pharmaceutical Industry by : Steven P. Millard

Download or read book Applied Statistics in the Pharmaceutical Industry written by Steven P. Millard and published by Springer Science & Business Media. This book was released on 2013-11-09 with total page 518 pages. Available in PDF, EPUB and Kindle. Book excerpt: Providing a general guide to statistical methods used in the pharmaceutical industry, and illustrating how to use S-PLUS to implement these methods, the book explains why S-PLUS is a useful software package and discusses the results and implications of each particular application. It is targeted at graduates in biostatistics, statisticians involved in the industry as research scientists, regulators, academics, and/or consultants who want to know more about how to use S-PLUS and learn about other sub-fields within the industry, as well as statisticians in other fields who want to know more about statistical applications in the pharmaceutical industry.

Dose Finding in Drug Development

Author : Naitee Ting
Publisher : Springer Science & Business Media
ISBN 13 : 0387337067
Total Pages : 262 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Dose Finding in Drug Development by : Naitee Ting

Download or read book Dose Finding in Drug Development written by Naitee Ting and published by Springer Science & Business Media. This book was released on 2006-12-29 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you have ever wondered when visiting the pharmacy how the dosage of your prescription is determined this book will answer your questions. Dosing information on drug labels is based on discussion between the pharmaceutical manufacturer and the drug regulatory agency, and the label is a summary of results obtained from many scientific experiments. The book introduces the drug development process, the design and the analysis of clinical trials. Many of the discussions are based on applications of statistical methods in the design and analysis of dose response studies. Important procedural steps from a pharmaceutical industry perspective are also examined.

Key Statistical Concepts in Clinical Trials for Pharma

Author : J. Rick Turner
Publisher : Springer Science & Business Media
ISBN 13 : 9781461416623
Total Pages : 61 pages
Book Rating : 4.4/5 (166 download)

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Book Synopsis Key Statistical Concepts in Clinical Trials for Pharma by : J. Rick Turner

Download or read book Key Statistical Concepts in Clinical Trials for Pharma written by J. Rick Turner and published by Springer Science & Business Media. This book was released on 2011-10-14 with total page 61 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Brief discusses key statistical concepts that facilitate the inferential analysis of data collected from a group of individuals participating in a pharmaceutical clinical trial, the estimation of their clinical significance in the general population of individuals likely to be prescribed the drug if approved, and the related decision-making that occurs at both the public health level (by regulatory agencies when deciding whether or not to approve a new drug for marketing) and the individual patient level (by physicians and their patients when deciding whether or not the patient should be prescribed a drug that is on the market). These concepts include drug safety and efficacy, statistical significance, clinical significance, and benefit-risk balance.

Drug Utilization Research

Author : Monique Elseviers
Publisher : John Wiley & Sons
ISBN 13 : 1118949781
Total Pages : 548 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Drug Utilization Research by : Monique Elseviers

Download or read book Drug Utilization Research written by Monique Elseviers and published by John Wiley & Sons. This book was released on 2016-05-31 with total page 548 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug Utilization Research (DUR) is an eclectic scientific discipline, integrating descriptive and analytical methods for the quantification, understanding and evaluation of the processes of prescribing, dispensing and consumption of medicines and for the testing of interventions to enhance the quality of these processes. The discipline is closely related and linked mainly to the broader field of pharmacoepidemiology, but also to health outcomes research, pharmacovigilance and health economics. Drug Utilization Research is a unique, practical guide to the assessment and evaluation of prescribing practices and to interventions to improve the use of medicines in populations. Edited by an international expert team from the International Society for Pharmacoepidemiology (ISPE), DUR is the only title to cover both the methodology and applications of drug utilization research and covers areas such as health policy, specific populations, therapeutics and adherence.

Statistical Issues in Drug Development

Author : Stephen S. Senn
Publisher : John Wiley & Sons
ISBN 13 : 1119238595
Total Pages : 84 pages
Book Rating : 4.1/5 (192 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 2021-05-25 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Issues in Drug Development The revised third edition of Statistical Issues in Drug Development delivers an insightful treatment of the intersection between statistics and the life sciences. The book offers readers new discussions of crucial topics, including cluster randomization, historical controls, responder analysis, studies in children, post-hoc tests, estimands, publication bias, the replication crisis, and many more. This work presents the major statistical issues in drug development in a way that is accessible and comprehensible to life scientists working in the field, and takes pains not to gloss over significant disagreements in the field of statistics, while encouraging communication between the statistical and life sciences disciplines. In addition to new material on topics like invalid inversion, severity, random effects in network meta-analysis, and explained variation, readers will benefit from the inclusion of: A thorough introduction to basic topics in drug development and statistics, including the role played by statistics in drug development An exploration of the four views of statistics in drug development, including the historical, methodological, technical, and professional An examination of debatable and controversial topics in drug development, including the allocation of treatments to patients in clinical trials, baselines and covariate information, and the measurement of treatment effects Perfect for life scientists and other professionals working in the field of drug development, Statistical Issues in Drug Development is the ideal resource for anyone seeking a one-stop reference to enhance their understanding of the use of statistics during drug development.

Bad Pharma

Author : Ben Goldacre
Publisher : Macmillan
ISBN 13 : 0865478066
Total Pages : 479 pages
Book Rating : 4.8/5 (654 download)

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Book Synopsis Bad Pharma by : Ben Goldacre

Download or read book Bad Pharma written by Ben Goldacre and published by Macmillan. This book was released on 2014-04 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Argues that doctors are deliberately misinformed by profit-seeking pharmaceutical companies that casually withhold information about drug efficacy and side effects, explaining the process of pharmaceutical data manipulation and its global consequences. By the best-selling author of Bad Science.

Statistical Thinking for Non-Statisticians in Drug Regulation

Author : Richard Kay
Publisher : John Wiley & Sons
ISBN 13 : 1119867401
Total Pages : 436 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Statistical Thinking for Non-Statisticians in Drug Regulation by : Richard Kay

Download or read book Statistical Thinking for Non-Statisticians in Drug Regulation written by Richard Kay and published by John Wiley & Sons. This book was released on 2022-11-29 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: STATISTICAL THINKING FOR NON-STATISTICIANS IN DRUG REGULATION Statistical methods in the pharmaceutical industry are accepted as a key element in the design and analysis of clinical studies. Increasingly, the medical and scientific community are aligning with the regulatory authorities and recognizing that correct statistical methodology is essential as the basis for valid conclusions. In order for those correct and robust methods to be successfully employed there needs to be effective communication across disciplines at all stages of the planning, conducting, analyzing and reporting of clinical studies associated with the development and evaluation of new drugs and devices. Statistical Thinking for Non-Statisticians in Drug Regulation provides a comprehensive in-depth guide to statistical methodology for pharmaceutical industry professionals, including physicians, investigators, medical science liaisons, clinical research scientists, medical writers, regulatory personnel, statistical programmers, senior data managers and those working in pharmacovigilance. The author’s years of experience and up-to-date familiarity with pharmaceutical regulations and statistical practice within the wider clinical community make this an essential guide for the those working in and with the industry. The third edition of Statistical Thinking for Non-Statisticians in Drug Regulation includes: A detailed new chapter on Estimands in line with the 2019 Addendum to ICH E9 Major new sections on topics including Combining Hierarchical Testing and Alpha Adjustment, Biosimilars, Restricted Mean Survival Time, Composite Endpoints and Cumulative Incidence Functions, Adjusting for Cross-Over in Oncology, Inverse Propensity Score Weighting, and Network Meta-Analysis Updated coverage of many existing topics to reflect new and revised guidance from regulatory authorities and author experience Statistical Thinking for Non-Statisticians in Drug Regulation is a valuable guide for pharmaceutical and medical device industry professionals, as well as statisticians joining the pharmaceutical industry and students and teachers of drug development.

Bayesian Analysis with R for Drug Development

Author : Harry Yang
Publisher : CRC Press
ISBN 13 : 1351585932
Total Pages : 262 pages
Book Rating : 4.3/5 (515 download)

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Book Synopsis Bayesian Analysis with R for Drug Development by : Harry Yang

Download or read book Bayesian Analysis with R for Drug Development written by Harry Yang and published by CRC Press. This book was released on 2019-06-26 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drug development is an iterative process. The recent publications of regulatory guidelines further entail a lifecycle approach. Blending data from disparate sources, the Bayesian approach provides a flexible framework for drug development. Despite its advantages, the uptake of Bayesian methodologies is lagging behind in the field of pharmaceutical development. Written specifically for pharmaceutical practitioners, Bayesian Analysis with R for Drug Development: Concepts, Algorithms, and Case Studies, describes a wide range of Bayesian applications to problems throughout pre-clinical, clinical, and Chemistry, Manufacturing, and Control (CMC) development. Authored by two seasoned statisticians in the pharmaceutical industry, the book provides detailed Bayesian solutions to a broad array of pharmaceutical problems. Features Provides a single source of information on Bayesian statistics for drug development Covers a wide spectrum of pre-clinical, clinical, and CMC topics Demonstrates proper Bayesian applications using real-life examples Includes easy-to-follow R code with Bayesian Markov Chain Monte Carlo performed in both JAGS and Stan Bayesian software platforms Offers sufficient background for each problem and detailed description of solutions suitable for practitioners with limited Bayesian knowledge Harry Yang, Ph.D., is Senior Director and Head of Statistical Sciences at AstraZeneca. He has 24 years of experience across all aspects of drug research and development and extensive global regulatory experiences. He has published 6 statistical books, 15 book chapters, and over 90 peer-reviewed papers on diverse scientific and statistical subjects, including 15 joint statistical works with Dr. Novick. He is a frequent invited speaker at national and international conferences. He also developed statistical courses and conducted training at the FDA and USP as well as Peking University. Steven Novick, Ph.D., is Director of Statistical Sciences at AstraZeneca. He has extensively contributed statistical methods to the biopharmaceutical literature. Novick is a skilled Bayesian computer programmer and is frequently invited to speak at conferences, having developed and taught courses in several areas, including drug-combination analysis and Bayesian methods in clinical areas. Novick served on IPAC-RS and has chaired several national statistical conferences.

Pharmaceutical Statistics

Author : Ray Liu
Publisher : Springer
ISBN 13 : 3319673866
Total Pages : 337 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Pharmaceutical Statistics by : Ray Liu

Download or read book Pharmaceutical Statistics written by Ray Liu and published by Springer. This book was released on 2019-06-12 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 39th annual Midwest Biopharmaceutical Statistics Workshop (MBSW), held in Muncie, Indiana on May 16–18, 2016. It consists of selected peer- reviewed and revised papers on topics ranging from statistical applications in drug discovery and CMC to biomarkers, clinical trials, and statistical programming. All contributions feature original research, and together they cover the full spectrum of pharmaceutical R&D – with a special focus on emergent topics such as biosimilarity, bioequivalence, clinical trial design, and subgroup identification. Founded in 1978, the MBSW has provided a forum for statisticians to share knowledge, research, and applications on key statistical topics in pharmaceutical R&D for almost forty years, with the 2016 conference theme being “The Power and 3 I’s of Statistics: Innovation, Impact and Integrity.” The papers gathered here will be of interest to all researchers whose work involves the quantitative aspects of pharmaceutical research and development, including pharmaceutical statisticians who want to keep up-to-date with the latest trends, as well as academic statistics researchers looking for areas of application.