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Computational Statistics and Data Analysis
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Top Articles
Computational Statistics and Data Analysis
Statistics
,
Mathematics
,
Computational Statistics
,
Computational Mathematics
,
Applied Mathematics
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
Title
Year
Citations
PLS path modeling
2005
3.1K
Stochastic gradient boosting
2002
3K
Algorithms and applications for approximate nonnegative matrix factorization
2007
876
Robust smoothing of gridded data in one and higher dimensions with missing values
2010
610
Empirical characterization of random forest variable importance measures
2008
546
How many principal components? stopping rules for determining the number of non-trivial axes revisited
2005
464
Testing and dating of structural changes in practice
2003
434
A classification EM algorithm for clustering and two stochastic versions
1992
420
Consistent and asymptotically normal PLS estimators for linear structural equations
2015
385
An application of changepoint methods in studying the effect of age on survival in breast cancer
1999
383
Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap
2009
380
The EM algorithm for graphical association models with missing data
1995
368
Evaluating latent class analysis models in qualitative phenotype identification
2006
351
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models
2003
351
Multiple factor analysis (AFMULT package)
1994
346
An adjusted boxplot for skewed distributions
2008
337
Robust forecasting of mortality and fertility rates: A functional data approach
2007
328
On the exact distribution of maximally selected rank statistics
2003
323
PARAFAC: Parallel factor analysis
1994
322
Cluster-wise assessment of cluster stability
2007
319
Selecting and estimating regular vine copulae and application to financial returns
2013
315
Maximum likelihood estimation in nonlinear mixed effects models
2005
307
BACON: blocked adaptive computationally efficient outlier nominators
2000
298
Practical variable selection for generalized additive models
2011
292
Overdispersion: Models and estimation
1998
284
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How are inpact factors calculated?
The impact factor (IF) is calculated by counting citations from peer-reviewed journals only.
extended IF
also counts citations from books and conference papers. However, no patent, abstract, working papers, online documents, etc., are covered.
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