Semiparametric Estimation of AUC from Generalized Linear Mixed Model

Okeh UM

Authors

Okeh UM

Keywords:

AUC, ROC, GLMM, GDM, semi-parametric, mann-whitney

Abstract

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How to Cite

Semiparametric Estimation of AUC from Generalized Linear Mixed Model. (2015). Global Journal of Medical Research, 15(K1), 17-27. https://medicalresearchjournal.org/index.php/GJMR/article/view/918

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References

Bernd Engelmann, Evelyn Hayden, Dirk Tasche (2003) RISK JANUARY.

H Berger, J Crane, D Farine, A Armson, De La, R, Keenan Lindsay, L (2005) Screening for gestational diabetes mellitus. 24, 894-912.

Gep Box, D Cox (1964) An Analysis of Transformations. 26(2), 211-243.

Lori Dodd, Margaret Pepe (2003) Semiparametric Regression for the Area Under the Receiver Operating Characteristic Curve. 98(462), 409-417.

Donald Dorfman, Edward Alf (1969) Maximum-likelihood estimation of parameters of signal-detection theory and determination of confidence intervals-Rating-method data. 6(3), 487-496.

S Friedman, F Khoury-Collado, M Dalloul, D Sherer, O Abulafia (2006) Glucose challenge test threshold values in screening for gestational diabetes among black women. 194, 46-48.

D Faraggi, B Reiser (2002) Estimation of the Area Under the ROC Curve. 21, 3093-3106.

M Goddard, I Hinberg (1990) Receiver operator characteristic (ROC) curves and non‐normal data: An empirical study. 9(3), 325-337.

J Hanley, B Mcneil (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve.. 143(1), 29-36.

H Mann, D Whitney (1947) On a Test of Whether one of Two Random Variables is Stochastically Larger than the Other. 18(1), 50-60.

P Mccullagh, J Nelder (1989) Generalized Linear Models.

Kei Miyakoshi, Mamoru Tanaka, Kazunori Ueno, Katsuhiko Uehara, Hitoshi Ishimoto, Yasunori Yoshimura (2003) Cutoff value of 1 h, 50 g glucose challenge test for screening of gestational diabetes mellitus in a Japanese population. 60(1), 63-67.

M Pepe (2003) The Statistical Evaluation of Medical Tests for Classification and Prediction.

H Tanir, T Sener, H Gurer, M Kaya (2005) Effect of Treatment of Gestational Diabetes Mellitus on Pregnancy Outcomes. 106(3), 635-636.

N Vitoratos, E Salamalekis, P Bettas, D Kalabokis, A Chrisikopoulos (1997) Which is the threshold glycose value for further investigation in pregnancy?. 24, 171-173.

Wolfgang Härdle, Axel Werwatz, Marlene Müller, Stefan Sperlich (2004) Semiparametric and Generalized Regression Models. 145-165.

K Zou, C Tempany, J Fielding, S Silverman (1998) Original smooth receiver operating characteristic curves estimation from continuous data: statistical methods for analyzing the predictive value of spiral CT of ureteral stones. 5, 680-687.