Statistics

Biostatistics and Epidemiology

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Adaptive Survey Design

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Barry Schouten, Andy Peytchev, James Wagner
August 4, 2017

Adaptive survey designs (ASDs) provide a framework for data-driven tailoring of data collection procedures to different sample members, often for cost and bias reduction. People vary in how likely they are to respond and in how they respond. This variation leads to opportunities to selectively deplo...

Methods in Comparative Effectiveness Research

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Constantine Gatsonis, Sally C. Morton
February 7, 2017

Comparative effectiveness research (CER) is the generation and synthesis of evidence that compares the benefits and harms of alternative methods to prevent, diagnose, treat, and monitor a clinical condition or to improve the delivery of care (IOM 2009). CER is conducted to develop evidence that will...

Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials

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John O'Quigley, Alexia Iasonos, Björn Bornkamp
April 26, 2017

Handbook of Methods for Designing, Monitoring, and Analyzing Dose-Finding Trials gives a thorough presentation of state-of-the-art methods for early phase clinical trials. The methodology of clinical trials has advanced greatly over the last 20 years and, arguably, nowhere greater than that of ear...

Handbook of Statistics in Clinical Oncology, Third Edition

John Crowley, Antje Hoering
September 12, 2017

Many new challenges have arisen in the area of oncology clinical trials. New cancer therapies are often based on cytostatic or targeted agents, which pose new challenges in the design and analysis of all phases of trials. The literature on adaptive trial designs and early stopping has been...

Health Econometrics Using Stata

Partha Deb, Edward C. Norton, Willard G. Manning
September 08, 2017

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Absolute Risk: Methods and Applications in Clinical Management and Public Health

Ruth M. Pfeiffer, Mitchell H. Gail
August 30, 2017

Absolute Risk: Methods and Applications in Clinical Management and Public Health provides theory and examples to demonstrate the importance of absolute risk in counseling patients, devising public health strategies, and clinical management. The book provides sufficient technical detail to allow...

Sample Size Calculations in Clinical Research, Third Edition

Shein-Chung Chow, Jun Shao, Hansheng Wang, Yuliya Lokhnygina
August 30, 2017

Praise for the Second Edition: "… this is a useful, comprehensive compendium of almost every possible sample size formula. The strong organization and carefully defined formulae will aid any researcher designing a study." -Biometrics "This impressive book contains formulae for computing sample size...

Quantitative Methods for HIV/AIDS Research

Cliburn Chan, Michael G. Hudgens, Shein-Chung Chow
August 15, 2017

Quantitative Methods in HIV/AIDS Research provides a comprehensive discussion of modern statistical approaches for the analysis of HIV/AIDS data. The first section focuses on statistical issues in clinical trials and epidemiology that are unique to or particularly challenging in HIV/AIDS research;...

Adaptive Survey Design

Barry Schouten, Andy Peytchev, James Wagner
August 04, 2017

Adaptive survey designs (ASDs) provide a framework for data-driven tailoring of data collection procedures to different sample members, often for cost and bias reduction. People vary in how likely they are to respond and in how they respond. This variation leads to opportunities to selectively...

Bayesian Methods for Repeated Measures

Lyle D. Broemeling
August 01, 2017

Analyze Repeated Measures Studies Using Bayesian Techniques Going beyond standard non-Bayesian books, Bayesian Methods for Repeated Measures presents the main ideas for the analysis of repeated measures and associated designs from a Bayesian viewpoint. It describes many inferential methods for...

Statistical Analysis of Contingency Tables

Morten Fagerland, Stian Lydersen, Petter Laake
July 12, 2017

Statistical Analysis of Contingency Tables is an invaluable tool for statistical inference in contingency tables. It covers effect size estimation, confidence intervals, and hypothesis tests for the binomial and the multinomial distributions, unpaired and paired 2x2 tables, rxc tables, ordered rx2...

The Data Book: Collection and Management of Research Data

Meredith Zozus
July 12, 2017

The Data Book: Collection and Management of Research Data is the first practical book written for researchers and research team members covering how to collect and manage data for research. The book covers basic types of data and fundamentals of how data grow, move and change over time. Focusing on...

Cluster Randomised Trials, Second Edition

Richard J. Hayes, Lawrence H. Moulton
June 27, 2017

Cluster Randomised Trials, Second Edition discusses the design, conduct, and analysis of trials that randomise groups of individuals to different treatments. It explores the advantages of cluster randomisation, with special attention given to evaluating the effects of interventions against...

Antedependence Models for Longitudinal Data

Dale L. Zimmerman, Vicente A. Núñez-Antón
June 14, 2017

The First Book Dedicated to This Class of Longitudinal Models Although antedependence models are particularly useful for modeling longitudinal data that exhibit serial correlation, few books adequately cover these models. By gathering results scattered throughout the literature, Antedependence...

Statistics of Medical Imaging

Tianhu Lei
June 14, 2017

Statistical investigation into technology not only provides a better understanding of the intrinsic features of the technology (analysis), but also leads to an improved design of the technology (synthesis). Physical principles and mathematical procedures of medical imaging technologies have been...

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