Zobrazeno 1 - 10
of 16
pro vyhledávání: '"Alexander R. de Leon"'
Autor:
Danny Lu, Aalim Weljie, Alexander R. de Leon, Yarrow McConnell, Oliver F. Bathe, Karen Kopciuk
Publikováno v:
BMC Research Notes, Vol 10, Iss 1, Pp 1-10 (2017)
Abstract Background Variable selection is frequently carried out during the analysis of many types of high-dimensional data, including those in metabolomics. This study compared the predictive performance of four variable selection methods using stab
Externí odkaz:
https://doaj.org/article/3f7a104ab7374f5fa3141dc5f82e662b
Publikováno v:
Statistics in Medicine. 42:1909-1930
Autor:
Mahmoud Torabi, Alexander R. de Leon
Publikováno v:
Journal of the Iranian Statistical Society. 20:347-370
Autor:
Hua Shen, Alexander R. de Leon
Publikováno v:
Statistics in Biopharmaceutical Research. 14:368-379
Identification of underlying subpopulations to account for unobserved heterogeneity in the population is a challenging statistical problem, mainly because no explicit information about the latent c...
Autor:
Yamuni Perera, Christopher J. Rudnisky, Joyce Raymond B. Punzalan, Mingchen Ren, Alexander R. de Leon
Publikováno v:
Statistics in Medicine. 36:1754-1766
We introduce new binocular accuracy measures as alternatives to conventional marginal measures that can be used to evaluate screening tests in diagnostic studies involving paired organs (e.g. eyes and ears). Specifically, we consider screening studie
Autor:
Alexander R. de Leon, Beilei Wu
Publikováno v:
Journal of Agricultural, Biological, and Environmental Statistics. 19:39-56
This paper is concerned with the analysis of clustered data from developmental toxicity studies with mixed responses, i.e., where each member of the cluster has binary and continuous outcomes. A copula-based random effects model is proposed that acco
Autor:
Alexander R. de Leon, Beilei Wu
Publikováno v:
Biometrical Journal. 55:807-812
Autor:
Yamuni, Perera, Mingchen, Ren, Joyce Raymond B, Punzalan, Christopher J, Rudnisky, Alexander R, de Leon
Publikováno v:
Statistics in medicine. 36(11)
We introduce new binocular accuracy measures as alternatives to conventional marginal measures that can be used to evaluate screening tests in diagnostic studies involving paired organs (e.g. eyes and ears). Specifically, we consider screening studie
Publikováno v:
Biometrical Journal. 51:837-850
Diagnostic studies in ophthalmology frequently involve binocular data where pairs of eyes are evaluated, through some diagnostic procedure, for the presence of certain diseases or pathologies. The simplest approach of estimating measures of diagnosti
Autor:
K. C. Carriègre, Alexander R. de Leon
Publikováno v:
Canadian Journal of Statistics. 35:533-548
The authors propose a general model for the joint distribution of nominal, ordinal and continuous variables. Their work is motivated by the treatment of various types of data. They show how to construct parameter estimates for their model, based on t