Health Research Statistical Techniques

This area encompasses statistical methods and models applied in health research settings, addressing issues such as false discovery rates and classification of comorbidities for better health outcomes. It emphasizes the importance of causal inference in observational studies.

health statistics
multiple testing
comorbidity
causal inference
propensity score
longitudinal studies

62,384 papers

Parent topic: Statistical Modeling Techniques

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Papers Over Time

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Top Papers

Controlling The False Discovery Rate: A Practical And Powerful Approach To Multiple Testing

1995 · 77,121 citations

A New Method Of Classifying Prognostic Comorbidity In Longitudinal Studies: Development And Validation

0 · 39,877 citations

The Central Role Of The Propensity Score In Observational Studies For Causal Effects

1983 · 19,748 citations

The Meaning And Use Of The Area Under A Receiver Operating Characteristic (ROC) Curve.

1982 · 18,053 citations

Comparing The Areas Under Two Or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach

1988 · 16,813 citations

Investigation Of The Freely Available Easy-To-Use Software ‘EZR’ For Medical Statistics

2012 · 14,162 citations

Operating Characteristics Of A Rank Correlation Test For Publication Bias

1994 · 12,955 citations

Statistical Aspects Of The Analysis Of Data From Retrospective Studies Of Disease.

1959 · 12,371 citations

Statistics For Biology And Health

2009 · 11,360 citations

Comparing The Areas Under Two Or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach.

1988 · 10,559 citations

A Proportional Hazards Model For The Subdistribution Of A Competing Risk

1999 · 10,459 citations

Linear Models And Empirical Bayes Methods For Assessing Differential Expression In Microarray Experiments

2004 · 9,882 citations

pROC: An Open-Source Package For R And S+ To Analyze And Compare ROC Curves

2011 · 9,464 citations

Operating Characteristics Of A Rank Correlation Test For Publication Bias.

1994 · 9,164 citations

Principal Components Analysis Corrects For Stratification In Genome-Wide Association Studies

2006 · 8,776 citations

An Introduction To Propensity Score Methods For Reducing The Effects Of Confounding In Observational Studies

2011 · 8,667 citations

Statistical Significance For Genomewide Studies

2003 · 8,347 citations

Comorbidity Measures For Use With Administrative Data

1998 · 8,226 citations

A Modified Poisson Regression Approach To Prospective Studies With Binary Data

2004 · 7,583 citations

Multivariable Prognostic Models: Issues In Developing Models, Evaluating Assumptions And Adequacy, And Measuring And Reducing Errors

1996 · 7,503 citations