Intention-to-treat concept: a review

SK Gupta - Perspectives in clinical research, 2011 - journals.lww.com
Randomized controlled trials often suffer from two major complications, ie, noncompliance
and missing outcomes. One potential solution to this problem is a statistical concept called …

[PDF][PDF] Committee on the prevention of mental disorders and substance abuse among children, youth, and young adults: Research advances and promising …

ME O'Connell, T Boat… - … mental, emotional, and …, 2009 - mindpeacecincinnati.com
This report calls on the nation—its leaders, its mental health research and service provision
agencies, its schools, its primary care medical systems, its community-based organizations …

[BOOK][B] Statistical analysis with missing data

RJA Little, DB Rubin - 2019 - books.google.com
An up-to-date, comprehensive treatment of a classic text on missing data in statistics The
topic of missing data has gained considerable attention in recent decades. This new edition …

Sample selection bias as a specification error

JJ Heckman - Econometrica: Journal of the econometric society, 1979 - JSTOR
This paper discusses the bias that results from using nonrandomly selected samples to
estimate behavioral relationships as an ordinary specification error or" omitted variables" …

Principal stratification in causal inference

CE Frangakis, DB Rubin - Biometrics, 2002 - academic.oup.com
Many scientific problems require that treatment comparisons be adjusted for posttreatment
variables, but the estimands underlying standard methods are not causal effects. To address …

Observational and interventional study design types; an overview

MS Thiese - Biochemia medica, 2014 - hrcak.srce.hr
Sažetak The appropriate choice in study design is essential for the successful execution of
biomedical and public health research. There are many study designs to choose from within …

Causal effects in clinical and epidemiological studies via potential outcomes: concepts and analytical approaches

RJ Little, DB Rubin - Annual review of public health, 2000 - annualreviews.org
▪ Abstract A central problem in public health studies is how to make inferences about the
causal effects of treatments or agents. In this article we review an approach to making such …

[BOOK][B] Preventing mental, emotional, and behavioral disorders among young people: Progress and possibilities

National Research Council - 2009 - nap.nationalacademies.org
Preventing Mental, Emotional, and Behavioral Disorders Among Young People: Progress and
Possibilities | The National Academies Press Skip to main content Navigate to Help Ordering …

[BOOK][B] Quasi-experimentation: A guide to design and analysis

CS Reichardt - 2019 - books.google.com
Featuring engaging examples from diverse disciplines, this book explains how to use
modern approaches to quasi-experimentation to derive credible estimates of treatment …

Experimental designs for identifying causal mechanisms

K Imai, D Tingley, T Yamamoto - Journal of the Royal Statistical …, 2013 - academic.oup.com
Experimentation is a powerful methodology that enables scientists to establish causal claims
empirically. However, one important criticism is that experiments merely provide a black box …