1.6(top 11%)
Impact Factor
1.7(top 11%)
extended IF
120(top 3%)
H-Index
2.3K
authors
5.9K
papers
113.8K
citations
8K
citing journals
54.5K
citing authors

Most Cited Articles of Computational Statistics and Data Analysis

TitleYearCitations
PLS path modeling20053.1K
Stochastic gradient boosting20023K
Algorithms and applications for approximate nonnegative matrix factorization2007876
Robust smoothing of gridded data in one and higher dimensions with missing values2010610
Empirical characterization of random forest variable importance measures2008546
How many principal components? stopping rules for determining the number of non-trivial axes revisited2005464
Testing and dating of structural changes in practice2003434
A classification EM algorithm for clustering and two stochastic versions1992420
Consistent and asymptotically normal PLS estimators for linear structural equations2015385
An application of changepoint methods in studying the effect of age on survival in breast cancer1999383
Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap2009380
The EM algorithm for graphical association models with missing data1995368
Evaluating latent class analysis models in qualitative phenotype identification2006351
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models2003351
Multiple factor analysis (AFMULT package)1994346
An adjusted boxplot for skewed distributions2008337
Robust forecasting of mortality and fertility rates: A functional data approach2007328
On the exact distribution of maximally selected rank statistics2003323
PARAFAC: Parallel factor analysis1994322
Cluster-wise assessment of cluster stability2007319
Selecting and estimating regular vine copulae and application to financial returns2013315
Maximum likelihood estimation in nonlinear mixed effects models2005307
BACON: blocked adaptive computationally efficient outlier nominators2000298
Practical variable selection for generalized additive models2011292
Overdispersion: Models and estimation1998284