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  • Your search results: "Computational statistics & data analysis"
Showing 1 - 20 results of 8,397 for search '"Computational statistics & data analysis"', query time: 1.51s Narrow search
  • 1
    Cover Image Journal Article
    Robust smoothing of gridded data in one and higher dimensions with missing values
    by Garcia, Damien Published in Computational statistics & data analysis (2010)
    “...A fully automated smoothing procedure for uniformly sampled datasets is described. The algorithm, based on a penalized least squares method, allows fast...”
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  • 2
    Cover Image Journal Article
    A general class of zero-or-one inflated beta regression models
    by Ospina, Raydonal   Ferrari, Silvia L.P Published in Computational statistics & data analysis (01.06.2012)
    “...This paper proposes a general class of regression models for continuous proportions when the data contain zeros or ones. The proposed class of models assumes...”
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  • 3
    Cover Image Journal Article
    Algorithms and applications for approximate nonnegative matrix factorization
    by Berry, Michael W   Browne, Murray   Langville, Amy N   Pauca, V. Paul   Plemmons, Robert J Published in Computational statistics & data analysis (2007)
    “...The development and use of low-rank approximate nonnegative matrix factorization (NMF) algorithms for feature extraction and identification in the fields of...”
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  • 4
    Cover Image Journal Article
    Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap
    by Kim, Ji-Hyun Published in Computational statistics & data analysis (2009)
    “...We consider the accuracy estimation of a classifier constructed on a given training sample. The naive resubstitution estimate is known to have a downward bias...”
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  • 5
    Cover Image Journal Article
    Practical variable selection for generalized additive models
    by Marra, Giampiero   Wood, Simon N Published in Computational statistics & data analysis (2011)
    “...The problem of variable selection within the class of generalized additive models, when there are many covariates to choose from but the number of predictors...”
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  • 6
    Cover Image Journal Article
    Generalized beta-generated distributions
    by Alexander, Carol   Cordeiro, Gauss M   Ortega, Edwin M.M   Sarabia, José María Published in Computational statistics & data analysis (01.06.2012)
    “...This article introduces generalized beta-generated (GBG) distributions. Sub-models include all classical beta-generated, Kumaraswamy-generated and...”
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  • 7
    Cover Image Journal Article
    PLS path modeling
    by Tenenhaus, Michel   Vinzi, Vincenzo Esposito   Chatelin, Yves-Marie   Lauro, Carlo Published in Computational statistics & data analysis (2005)
    “...A presentation of the Partial Least Squares approach to Structural Equation Modeling (or PLS Path Modeling) is given together with a discussion of its...”
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  • 8
    Cover Image Journal Article
    Empirical characterization of random forest variable importance measures
    by Archer, Kellie J   Kimes, Ryan V Published in Computational statistics & data analysis (2008)
    “...Microarray studies yield data sets consisting of a large number of candidate predictors (genes) on a small number of observations (samples). When interest lies...”
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  • 9
    Cover Image Journal Article
    An adjusted boxplot for skewed distributions
    by Hubert, M   Vandervieren, E Published in Computational statistics & data analysis (2008)
    “...The boxplot is a very popular graphical tool for visualizing the distribution of continuous unimodal data. It shows information about the location, spread,...”
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  • 10
    Cover Image Journal Article
    An improved approximation to the precision of fixed effects from restricted maximum likelihood
    by Kenward, Michael G   Roger, James H Published in Computational statistics & data analysis (2009)
    “...An approximate small sample variance estimator for fixed effects from the multivariate normal linear model, together with appropriate inference tools based on...”
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  • 11
    Cover Image Journal Article
    Optimal combination forecasts for hierarchical time series
    by Hyndman, Rob J   Ahmed, Roman A   Athanasopoulos, George   Shang, Han Lin Published in Computational statistics & data analysis (2011)
    “...In many applications, there are multiple time series that are hierarchically organized and can be aggregated at several different levels in groups based on...”
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  • 12
    Cover Image Journal Article
    Fuzzy data treated as functional data: A one-way ANOVA test approach
    by González-Rodríguez, Gil   Colubi, Ana   Gil, María Ángeles Published in Computational statistics & data analysis (01.04.2012)
    “...The use of the fuzzy scale of measurement to describe an important number of observations from real-life attributes or variables is first explored. In contrast...”
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  • 13
    Cover Image Journal Article
    Selecting the number of components in principal component analysis using cross-validation approximations
    by Josse, Julie   Husson, François Published in Computational statistics & data analysis (01.06.2012)
    “...Cross-validation is a tried and tested approach to select the number of components in principal component analysis (PCA), however, its main drawback is its...”
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  • 14
    Cover Image eJournal
    Computational statistics & data analysis
    Volume available online?
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  • 15
    Cover Image Journal Article
    Imputation of missing values for compositional data using classical and robust methods
    by Hron, K   Templ, M   Filzmoser, P Published in Computational statistics & data analysis (2010)
    “...New imputation algorithms for estimating missing values in compositional data are introduced. A first proposal uses the k -nearest neighbor procedure based on...”
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  • 16
    Cover Image Journal Article
    Cluster-wise assessment of cluster stability
    by Hennig, Christian Published in Computational statistics & data analysis (2007)
    “...Stability in cluster analysis is strongly dependent on the data set, especially on how well separated and how homogeneous the clusters are. In the same...”
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  • 17
    Cover Image Journal Article
    Robust forecasting of mortality and fertility rates: A functional data approach
    by Hyndman, Rob J   Shahid Ullah, Md Published in Computational statistics & data analysis (2007)
    “...A new method is proposed for forecasting age-specific mortality and fertility rates observed over time. This approach allows for smooth functions of age, is...”
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  • 18
    Cover Image Journal Article
    Improved estimators for a general class of beta regression models
    by Simas, Alexandre B   Barreto-Souza, Wagner   Rocha, Andréa V Published in Computational statistics & data analysis (2010)
    “...In this article, we extend the beta regression model proposed by Ferrari and Cribari-Neto (2004), which is generally useful in situations where the response is...”
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  • 19
    Cover Image Journal Article
    Sharpening Wald-type inference in robust regression for small samples
    by Koller, Manuel   Stahel, Werner A Published in Computational statistics & data analysis (2011)
    “...The datasets used in statistical analyses are often small in the sense that the number of observations n is less than 5 times the number of parameters p to be...”
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  • 20
    Cover Image Journal Article
    How many principal components? stopping rules for determining the number of non-trivial axes revisited
    by Peres-Neto, Pedro R   Jackson, Donald A   Somers, Keith M Published in Computational statistics & data analysis (2005)
    “...Principal component analysis is one of the most widely applied tools in order to summarize common patterns of variation among variables. Several studies have...”
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