Computational Statistics & Data Analysis

Title Publication Date Language Citations
An extensive comparison of recent classification tools applied to microarray data2005/04/01English213
Mining the customer credit using classification and regression tree and multivariate adaptive regression splines2006/02/01English213
RcppArmadillo: Accelerating R with high-performance C++ linear algebra2014/03/01English212
Statistical analysis of financial networks2005/02/01English210
Optimal combination forecasts for hierarchical time series2011/09/01English202
A note on adaptive group lasso2008/08/01English202
High-dimensional data clustering2007/09/01English199
Generalized Rayleigh distribution: different methods of estimations2005/04/01English197
Automatic dimensionality selection from the scree plot via the use of profile likelihood2006/11/01English196
A new lifetime distribution2007/05/01English195
Size and power of tests for a zero random effect variance or polynomial regression in additive and linear mixed models2008/03/01English194
Partially parametric techniques for multiple imputation1996/08/01English186
Comparison of semiparametric and parametric methods for estimating copulas2007/03/01English185
Financial econometric analysis at ultra-high frequency: Data handling concerns2006/12/01English184
A generalized modified Weibull distribution for lifetime modeling2008/12/01English184
Imputation of missing values for compositional data using classical and robust methods2010/12/01English179
Improved estimators for a general class of beta regression models2010/02/01English177
Generalized beta-generated distributions2012/06/01English177
Power Lindley distribution and associated inference2013/08/01English176
Model-based clustering for multivariate functional data2014/03/01English176
A simple more general boxplot method for identifying outliers2004/08/01English174
Sharpening Wald-type inference in robust regression for small samples2011/08/01English173
PLS generalised linear regression2005/01/01English171
A wavelet-based approach to test for financial market contagion2012/11/01English164
Uncertainty quantification using Bayesian neural networks in classification: Application to biomedical image segmentation2020/02/01English164
Ancillarity-sufficiency interweaving strategy (ASIS) for boosting MCMC estimation of stochastic volatility models2014/08/01English162
A periodogram-based metric for time series classification2006/06/01English159
Unbiased split selection for classification trees based on the Gini Index2007/09/01English157
The ACT (STATIS method)1994/08/01English157
On computing the distribution function for the Poisson binomial distribution2013/03/01English156