Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine

MH Zweig, G Campbell - Clinical chemistry, 1993 - academic.oup.com
The clinical performance of a laboratory test can be described in terms of diagnostic
accuracy, or the ability to correctly classify subjects into clinically relevant subgroups …

Principal component analysis and exploratory factor analysis

IT Joliffe, BJT Morgan - Statistical methods in medical …, 1992 - journals.sagepub.com
In this paper we compare and contrast the objectives of principal component analysis and
exploratory factor analysis. This is done through consideration of nine examples. Basic …

OptimalCutpoints: an R package for selecting optimal cutpoints in diagnostic tests

M López-Ratón, MX Rodríguez-Álvarez… - Journal of statistical …, 2014 - jstatsoft.org
Continuous diagnostic tests are often used for discriminating between healthy and diseased
populations. For the clinical application of such tests, it is useful to select a cutpoint or …

[图书][B] Discriminant analysis and statistical pattern recognition

GJ McLachlan - 2005 - books.google.com
The Wiley-Interscience Paperback Series consists of selected books that have been made
more accessible to consumers in an effort to increase global appeal and general circulation …

Evaluating presence–absence models in ecology: the need to account for prevalence

S Manel, HC Williams… - Journal of applied Ecology, 2001 - Wiley Online Library
Summary 1 Models for predicting the distribution of organisms from environmental data are
widespread in ecology and conservation biology. Their performance is invariably evaluated …

Statistical applications of the multivariate skew normal distribution

A Azzalini, A Capitanio - Journal of the Royal Statistical Society …, 1999 - Wiley Online Library
Azzalini and Dalla Valle have recently discussed the multivariate skew normal distribution
which extends the class of normal distributions by the addition of a shape parameter. The …

Intestinal permeability and the prediction of relapse in Crohn's disease

J Wyatt, H Vogelsang, W Hübl, T Waldhoer, H Lochs - The Lancet, 1993 - Elsevier
To see whether intestinal permeability (IP) predicted relapse in Crohn's disease, we
measured IP in 72 patients with quiescent Crohn's disease using the lactulose-mannitol test …

The interpretation of diagnostic tests

DE Shapiro - Statistical methods in medical research, 1999 - journals.sagepub.com
Laboratory diagnostic tests are central in the practice of modern medicine. Common uses
include screening a specific population for evidence of disease and confirming or ruling out …

Chronic sinusitis: relationship of computed tomographic findings to allergy, asthma, and eosinophilia

LJ Newman, TAE Platts-Mills, CD Phillips, KC Hazen… - Jama, 1994 - jamanetwork.com
Objective.—To develop a technique for evaluating the severity of chronic sinus disease and
to examine the correlation with allergy, asthma, and eosinophilia. Design.—A survey of 104 …

Near‐infrared Raman spectroscopy for in vitro detection of cervical precancers

A Mahadevan‐Jansen, MF Mitchell… - Photochemistry and …, 1998 - Wiley Online Library
In this study, we investigate the potential of near‐infrared Raman spectroscopy to
differentiate cervical precancers from normal tissues, inflammation and metaplasia and to …