The heat map (Fig.1, Supplementary Fig.1) for the prevalence of overweight and/or obesity and underweight by age categories and wealth quintiles suggests that middle-aged adults (35–54 years) in the highest wealth quintile (quintile 5) are more vulnerable to overweight and/or obesity; the ...
framework by formulating a novel Bayesian algorithm that combines kernel-based non-linear dimensionality reduction and binary classification (or regression). The... G Mehmet,AA Margolin - 《Bioinformatics》 被引量: 34发表: 2014年 Multiple Gaussian Process Models We consider a Gaussian process formulati...
MLLE: Modified Locally Linear Embedding Using Multiple Weights. In: Proceedings of the 19th International Conference on Neural Information Processing Systems. 1593–1600 (MIT Press, Cambridge, MA, 2006). Frey, B. J. & Dueck, D. Clustering by passing messages between data points. Science 315, ...
It is, however, designed to provide the elements of econometric theory essential for a researcher to develop and evaluate regression models. Multiple regression is not a multivariate technique in the strictest sense because the focus of the analysis is a single dependent variable. Nevertheless, the...
(Lee and Kang, 2004). Subsequently, an informative SNP selection method for unphased genotype data based on multiple linear regression (MLR) was implemented in the software package MLR-tagging (He and Zelikovsky, 2006). A neural network-derived method, SNAP (screening for non-acceptable ...
The regression analysis may be further classified into linear regression, multiple regression or logistic regression.Answer and Explanation: Become a Study.com member to unlock this answer! Create your account View this answer The correct answer to the above ...
Browne MW. A comparison of single sample and cross-validation methods for estimating the mean squared error of prediction in multiple linear regression. British Journal of Mathematical and Statistical Psychology; 1975b; 28: 112-120.Browne, M. W. (1975). Comparison of single sample and cross-...
Joint profiling of chromatin accessibility and gene expression in individual cells provides an opportunity to decipher enhancer-driven gene regulatory networks (GRNs). Here we present a method for the inference of enhancer-driven GRNs, called SCENIC+. SC
Despite the emergence of experimental methods for simultaneous measurement of multiple omics modalities in single cells, most single-cell datasets include only one modality. A major obstacle in integrating omics data from multiple modalities is that diff
We consider exact conditional methods for identifying outliers in logistic regression data. Tests for a single outlier and multiple outliers are developed ... BEDRICK EDWARD J.,HILL JOE R. - 《Biometrika》 被引量: 34发表: 1990年 Small Sample Properties of Robust Analyses of Linear Models Based...