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When does combining markers improve classification performance and what are implications for practice?

Statistics in medicine, 2013-05, Vol.32 (11), p.1877-1892

2013

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Evaluating the Predictiveness of a Continuous Marker

Biometrics, 2007-12, Vol.63 (4), p.1181-1188

2007

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Analysis of Placement Values for Evaluating Discriminatory Measures

Biometrics, 2004-06, Vol.60 (2), p.528-535

2004

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Limitations of the Odds Ratio in Gauging the Performance of a Diagnostic, Prognostic, or Screening Marker

American journal of epidemiology, 2004-05, Vol.159 (9), p.882-890

2004

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Insights into latent class analysis of diagnostic test performance

Biostatistics (Oxford, England), 2007-04, Vol.8 (2), p.474-484

2007

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Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve

Biometrics, 2006-03, Vol.62 (1), p.221-229

2006

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Phases of biomarker development for early detection of cancer

JNCI : Journal of the National Cancer Institute, 2001-07, Vol.93 (14), p.1054-1061

2001

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Biases Introduced by Choosing Controls to Match Risk Factors of Cases in Biomarker Research

Clinical chemistry (Baltimore, Md.), 2012-08, Vol.58 (8), p.1242-1251

2012

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Estimating the Receiver Operating Characteristic Curve in Studies That Match Controls to Cases on Covariates

Academic radiology, 2013-07, Vol.20 (7), p.863-873

2013

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Combining Several Screening Tests: Optimality of the Risk Score

Biometrics, 2002-09, Vol.58 (3), p.657-664

2002

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Interpretation for the ROC Curve and Inference Using GLM Procedures

Biometrics, 2000-06, Vol.56 (2), p.352-359

Pepe, Margaret Sullivan

2000

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Comparisons of Predictive Values of Binary Medical Diagnostic Tests for Paired Designs

Biometrics, 2000-06, Vol.56 (2), p.345-351

2000

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Estimating the capacity for improvement in risk prediction with a marker

Biostatistics (Oxford, England), 2009-01, Vol.10 (1), p.172-186

2009

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Conditional estimation of sensitivity and specificity from a phase 2 biomarker study allowing early termination for futility

Statistics in medicine, 2009-02, Vol.28 (5), p.762-779

2009

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Selecting Differentially Expressed Genes from Microarray Experiments

Biometrics, 2003-03, Vol.59 (1), p.133-142

2003

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Semiparametric methods for evaluating risk prediction markers in case-control studies

Biometrika, 2009-12, Vol.96 (4), p.991-997

2009

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Distribution-free ROC analysis using binary regression techniques

Biostatistics (Oxford, England), 2002-09, Vol.3 (3), p.421-432

2002

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Semiparametric Receiver Operating Characteristic Analysis to Evaluate Biomarkers for Disease

Journal of the American Statistical Association, 2002-12, Vol.97 (460), p.1099-1107

2002

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Kaplan-meier, marginal or conditional probability curves in summarizing competing risks failure time data?

Statistics in medicine, 1993-04, Vol.12 (8), p.737-751

1993

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Semiparametric Regression for the Area Under the Receiver Operating Characteristic Curve

Journal of the American Statistical Association, 2003-06, Vol.98 (462), p.409-417

2003

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Three Approaches to Regression Analysis of Receiver Operating Characteristic Curves for Continuous Test Results

Biometrics, 1998-03, Vol.54 (1), p.124-135

Pepe, Margaret Sullivan

1998

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Biomarker evaluation and comparison using the controls as a reference population

Biostatistics (Oxford, England), 2009-04, Vol.10 (2), p.228-244

2009

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Assessing accuracy of a continuous screening test in the presence of verification bias

Applied statistics, 2005-01, Vol.54 (1), p.173-190

2005

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Testing for improvement in prediction model performance

Statistics in medicine, 2013-04, Vol.32 (9), p.1467-1482

2013

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The sensitivity and specificity of markers for event times

Biostatistics (Oxford, England), 2006-04, Vol.7 (2), p.182-197

2006

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When does combining markers improve classification performance and what are implications for practice?

Evaluating the Predictiveness of a Continuous Marker

Analysis of Placement Values for Evaluating Discriminatory Measures

Limitations of the Odds Ratio in Gauging the Performance of a Diagnostic, Prognostic, or Screening Marker

Insights into latent class analysis of diagnostic test performance

Combining Predictors for Classification Using the Area under the Receiver Operating Characteristic Curve

Phases of biomarker development for early detection of cancer

Biases Introduced by Choosing Controls to Match Risk Factors of Cases in Biomarker Research

Estimating the Receiver Operating Characteristic Curve in Studies That Match Controls to Cases on Covariates

Combining Several Screening Tests: Optimality of the Risk Score

Interpretation for the ROC Curve and Inference Using GLM Procedures

Comparisons of Predictive Values of Binary Medical Diagnostic Tests for Paired Designs

Estimating the capacity for improvement in risk prediction with a marker

Conditional estimation of sensitivity and specificity from a phase 2 biomarker study allowing early termination for futility

Selecting Differentially Expressed Genes from Microarray Experiments

Semiparametric methods for evaluating risk prediction markers in case-control studies

Distribution-free ROC analysis using binary regression techniques

Semiparametric Receiver Operating Characteristic Analysis to Evaluate Biomarkers for Disease

Kaplan-meier, marginal or conditional probability curves in summarizing competing risks failure time data?

Semiparametric Regression for the Area Under the Receiver Operating Characteristic Curve

Three Approaches to Regression Analysis of Receiver Operating Characteristic Curves for Continuous Test Results

Biomarker evaluation and comparison using the controls as a reference population

Assessing accuracy of a continuous screening test in the presence of verification bias

Testing for improvement in prediction model performance

The sensitivity and specificity of markers for event times

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