The Prevention and Treatment of Missing Data in Clinical Trials

The Prevention and Treatment of Missing Data in Clinical Trials PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 030918651X
Category : Medical
Languages : en
Pages : 163

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Book Description
Randomized clinical trials are the primary tool for evaluating new medical interventions. Randomization provides for a fair comparison between treatment and control groups, balancing out, on average, distributions of known and unknown factors among the participants. Unfortunately, these studies often lack a substantial percentage of data. This missing data reduces the benefit provided by the randomization and introduces potential biases in the comparison of the treatment groups. Missing data can arise for a variety of reasons, including the inability or unwillingness of participants to meet appointments for evaluation. And in some studies, some or all of data collection ceases when participants discontinue study treatment. Existing guidelines for the design and conduct of clinical trials, and the analysis of the resulting data, provide only limited advice on how to handle missing data. Thus, approaches to the analysis of data with an appreciable amount of missing values tend to be ad hoc and variable. The Prevention and Treatment of Missing Data in Clinical Trials concludes that a more principled approach to design and analysis in the presence of missing data is both needed and possible. Such an approach needs to focus on two critical elements: (1) careful design and conduct to limit the amount and impact of missing data and (2) analysis that makes full use of information on all randomized participants and is based on careful attention to the assumptions about the nature of the missing data underlying estimates of treatment effects. In addition to the highest priority recommendations, the book offers more detailed recommendations on the conduct of clinical trials and techniques for analysis of trial data.

The Prevention and Treatment of Missing Data in Clinical Trials

The Prevention and Treatment of Missing Data in Clinical Trials PDF Author: National Research Council
Publisher: National Academies Press
ISBN: 030918651X
Category : Medical
Languages : en
Pages : 163

Get Book Here

Book Description
Randomized clinical trials are the primary tool for evaluating new medical interventions. Randomization provides for a fair comparison between treatment and control groups, balancing out, on average, distributions of known and unknown factors among the participants. Unfortunately, these studies often lack a substantial percentage of data. This missing data reduces the benefit provided by the randomization and introduces potential biases in the comparison of the treatment groups. Missing data can arise for a variety of reasons, including the inability or unwillingness of participants to meet appointments for evaluation. And in some studies, some or all of data collection ceases when participants discontinue study treatment. Existing guidelines for the design and conduct of clinical trials, and the analysis of the resulting data, provide only limited advice on how to handle missing data. Thus, approaches to the analysis of data with an appreciable amount of missing values tend to be ad hoc and variable. The Prevention and Treatment of Missing Data in Clinical Trials concludes that a more principled approach to design and analysis in the presence of missing data is both needed and possible. Such an approach needs to focus on two critical elements: (1) careful design and conduct to limit the amount and impact of missing data and (2) analysis that makes full use of information on all randomized participants and is based on careful attention to the assumptions about the nature of the missing data underlying estimates of treatment effects. In addition to the highest priority recommendations, the book offers more detailed recommendations on the conduct of clinical trials and techniques for analysis of trial data.

Pandemic Influenza Preparedness and Response

Pandemic Influenza Preparedness and Response PDF Author: World Health Organization
Publisher: World Health Organization
ISBN: 9241547685
Category : Medical
Languages : en
Pages : 62

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Book Description
This guidance is an update of WHO global influenza preparedness plan: the role of WHO and recommendations for national measures before and during pandemics, published March 2005 (WHO/CDS/CSR/GIP/2005.5).

Phase Three: Marvel's Captain America: Civil War

Phase Three: Marvel's Captain America: Civil War PDF Author: Alex Irvine
Publisher: Little, Brown Books for Young Readers
ISBN: 0316314099
Category : Juvenile Fiction
Languages : en
Pages : 143

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Book Description
Marvel's Captain America: Civil War pits hero against hero! Captain America and Iron Man lead two teams of heroes in a clash that will change the course of the Marvel Cinematic Universe. Following the record-breaking success of Marvel's Captain America: The Winter Soldier, the First Avenger will jump into his next big screen solo adventure on May 6, 2016 in Marvel's Captain America: Civil War! Inspired by a classic Marvel comics storyline, the third cinematic Captain America adventure will put Cap against his fellow Avenger, Iron Man. Chris Evans will reprise his role as Captain America, joined by Robert Downey Jr. as Iron Man and Chadwick Boseman (42, Get On Up) as the Black Panther, a character who will make his big screen debut in the film.

Silver Line Phase III, City of Boston

Silver Line Phase III, City of Boston PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 1362

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Book Description


Staten Island Oakwood Beach Water Pollution Control Project, Phase III and Future Phases

Staten Island Oakwood Beach Water Pollution Control Project, Phase III and Future Phases PDF Author:
Publisher:
ISBN:
Category :
Languages : en
Pages : 312

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Book Description


Methods for Aquatic Toxicity Identification Evaluations: Phase III toxicity characterization procedures

Methods for Aquatic Toxicity Identification Evaluations: Phase III toxicity characterization procedures PDF Author: Donald Irvin Mount
Publisher:
ISBN:
Category : Effluent quality
Languages : en
Pages : 42

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Book Description


Nuclear Reactor Safety: Phase IIb and Phase III, January 22, 23, 24, and 28, 1974: v. 1. Hearings; v. 2. Appendixes

Nuclear Reactor Safety: Phase IIb and Phase III, January 22, 23, 24, and 28, 1974: v. 1. Hearings; v. 2. Appendixes PDF Author: United States. Congress. Joint Committee on Atomic Energy
Publisher:
ISBN:
Category : Nuclear power plants
Languages : en
Pages : 568

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Book Description


A Practical Guide to Designing Phase II Trials in Oncology

A Practical Guide to Designing Phase II Trials in Oncology PDF Author: Sarah R. Brown
Publisher: John Wiley & Sons
ISBN: 1118570901
Category : Medical
Languages : en
Pages : 260

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Book Description
How to identify optimal phase II trial designs Providing a practical guide containing the information needed to make crucial decisions regarding phase II trial designs, A Practical Guide to Designing Phase II Trials in Oncology sets forth specific points for consideration between the statistician and clinician when designing a phase II trial, including issues such as how the treatment works, choice of outcome measure and randomization, and considering both academic and industry perspectives. A comprehensive and systematic library of available phase II trial designs is included, saving time otherwise spent considering multiple manuscripts, and real-life practical examples of using this approach to design phase II trials in cancer are given. A Practical Guide to Designing Phase II Trials in Oncology: Offers a structured and practical approach to phase II trial design Considers trial design from both an academic and industry perspective Includes a structured library of available phase II trial designs Is relevant to both clinical and statistical researchers at all levels Includes real life examples of applying this approach For those new to trial design, A Practical Guide to Designing Phase II Trials in Oncology will be a unique and practical learning tool, providing an introduction to the concepts behind informed decision making in phase II trials. For more experienced practitioners, the book will offer an overview of new, less familiar approaches to phase II trial design, providing alternative options to those which they may have previously used.

Quantum Phase Transitions

Quantum Phase Transitions PDF Author: Subir Sachdev
Publisher: Cambridge University Press
ISBN: 113950021X
Category : Science
Languages : en
Pages : 521

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Book Description
Describing the physical properties of quantum materials near critical points with long-range many-body quantum entanglement, this book introduces readers to the basic theory of quantum phases, their phase transitions and their observable properties. This second edition begins with a new section suitable for an introductory course on quantum phase transitions, assuming no prior knowledge of quantum field theory. It also contains several new chapters to cover important recent advances, such as the Fermi gas near unitarity, Dirac fermions, Fermi liquids and their phase transitions, quantum magnetism, and solvable models obtained from string theory. After introducing the basic theory, it moves on to a detailed description of the canonical quantum-critical phase diagram at non-zero temperatures. Finally, a variety of more complex models are explored. This book is ideal for graduate students and researchers in condensed matter physics and particle and string theory.

Phase Equilibrium Engineering

Phase Equilibrium Engineering PDF Author: Esteban Alberto Brignole
Publisher: Newnes
ISBN: 044459471X
Category : Technology & Engineering
Languages : en
Pages : 347

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Book Description
Traditionally, the teaching of phase equilibria emphasizes the relationships between the thermodynamic variables of each phase in equilibrium rather than its engineering applications. This book changes the focus from the use of thermodynamics relationships to compute phase equilibria to the design and control of the phase conditions that a process needs. Phase Equilibrium Engineering presents a systematic study and application of phase equilibrium tools to the development of chemical processes. The thermodynamic modeling of mixtures for process development, synthesis, simulation, design and optimization is analyzed. The relation between the mixture molecular properties, the selection of the thermodynamic model and the process technology that could be applied are discussed. A classification of mixtures, separation process, thermodynamic models and technologies is presented to guide the engineer in the world of separation processes. The phase condition required for a given reacting system is studied at subcritical and supercritical conditions. The four cardinal points of phase equilibrium engineering are: the chemical plant or process, the laboratory, the modeling of phase equilibria and the simulator. The harmonization of all these components to obtain a better design or operation is the ultimate goal of phase equilibrium engineering. - Methodologies are discussed using relevant industrial examples - The molecular nature and composition of the process mixture is given a key role in process decisions - Phase equilibrium diagrams are used as a drawing board for process implementation