Computational Statistics & Data Analysis

Title Publication Date Language Citations
PLS path modeling2005/01/01English3,499
Algorithms and applications for approximate nonnegative matrix factorization2007/09/01English719
Empirical characterization of random forest variable importance measures2008/01/01English633
Robust smoothing of gridded data in one and higher dimensions with missing values2010/04/01English601
Consistent and asymptotically normal PLS estimators for linear structural equations2015/01/01English550
How many principal components? stopping rules for determining the number of non-trivial axes revisited2005/06/01English505
Practical variable selection for generalized additive models2011/07/01English466
Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap2009/09/01English440
Cluster-wise assessment of cluster stability2007/09/01English412
Selecting and estimating regular vine copulae and application to financial returns2013/03/01English409
An adjusted boxplot for skewed distributions2008/08/01English404
Evaluating latent class analysis models in qualitative phenotype identification2006/02/01English384
Robust forecasting of mortality and fertility rates: A functional data approach2007/06/01English378
Bayesian computing with INLA: New features2013/11/01English342
An improved approximation to the precision of fixed effects from restricted maximum likelihood2009/05/01English336
Maximum likelihood estimation in nonlinear mixed effects models2005/06/01English329
Relaxed Lasso2007/09/01English327
A general class of zero-or-one inflated beta regression models2012/06/01English317
PARAFAC: Parallel factor analysis1994/08/01English306
Benchmark for filter methods for feature selection in high-dimensional classification data2020/03/01English274
An anova test for functional data2004/08/01English261
A note on the validity of cross-validation for evaluating autoregressive time series prediction2018/04/01English261
Multivariable regression model building by using fractional polynomials: Description of SAS, STATA and R programs2006/08/01English251
The influence of violations of assumptions on multilevel parameter estimates and their standard errors2004/06/01English241
Analysis of Type-II progressively hybrid censored data2006/06/01English235
A comparison of algorithms for fitting the PARAFAC model2006/04/01English232
Generalized structured additive regression based on Bayesian P-splines2006/02/01English231
Outlier identification in high dimensions2008/01/01English229
Model-based clustering of high-dimensional data: A review2014/03/01English228
Possibility theory and statistical reasoning2006/11/01English216