Computational Statistics & Data Analysis

Title Publication Date Language Citations
Hybrid censoring: Models, inferential results and applications2013/01/01English156
A new variable selection approach using Random Forests2013/04/01English156
Testing the significance of the RV coefficient2008/09/01English153
Centre and Range method for fitting a linear regression model to symbolic interval data2008/01/01English152
Robustness of the linear mixed model to misspecified error distribution2007/06/01English151
Bayesian copula selection2006/11/01English150
A toolbox for -centroids cluster analysis2006/11/01English148
A new chi-square approximation to the distribution of non-negative definite quadratic forms in non-central normal variables2009/02/01English147
Improving the performance of predictive process modeling for large datasets2009/06/01English145
Vine copulas with asymmetric tail dependence and applications to financial return data2012/11/01English144
Recursive partitioning for missing data imputation in the presence of interaction effects2014/04/01English143
Bayesian inference and prediction of the inverse Weibull distribution for Type-II censored data2010/06/01English143
An efficient methodology for modeling complex computer codes with Gaussian processes2008/06/01English143
Automatic approximation of the marginal likelihood in non-Gaussian hierarchical models2006/11/01English142
Measuring the prediction error. A comparison of cross-validation, bootstrap and covariance penalty methods2010/12/01English142
Computing the distribution of quadratic forms: Further comparisons between the Liu–Tang–Zhang approximation and exact methods2010/04/01English140
A systematic comparison of methods for combining p-values from independent tests2004/10/01English139
Fast and compact smoothing on large multidimensional grids2006/01/01English139
Confidence interval for a coefficient of quartile variation2006/07/01English138
Goodness-of-fit tests for logistic regression models when data are collected using a complex sampling design2007/05/01English136
Differential evolution and particle swarm optimisation in partitional clustering2006/03/01English134
Selecting the number of components in principal component analysis using cross-validation approximations2012/06/01English134
Sample sizes required to detect interactions between two binary fixed-effects in a mixed-effects linear regression model2009/01/01English132
Constrained linear regression models for symbolic interval-valued variables2010/02/01English129
Generalized theory of uncertainty (GTU)—principal concepts and ideas2006/11/01English128
A comparison of tests of equality of variances1996/07/01English126
Time series of count data: modeling, estimation and diagnostics2006/12/01English126
Gaussian process for nonstationary time series prediction2004/11/01English122
Stochastic gradient boosting2002/02/01English122
Using principal components for estimating logistic regression with high-dimensional multicollinear data2006/04/01English122