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EM algorithm 47 Bootstrap 37 Variable selection 36 Model selection 35 Markov chain Monte Carlo 34 Maximum likelihood 25 Robustness 24 Simulation 23 Classification 22 Dynamic programming 22 Bayesian inference 19 Markov decision processes 19 Confidence interval 18 Quantile regression 18 Clustering 17 Consistency 17 Dimension reduction 17 MCMC 16 Survival analysis 15 Functional data 14 Functional data analysis 14 Generalized linear models 14 Importance sampling 14 Longitudinal data 14 Maximum likelihood estimation 14 Nonparametric regression 14 Optimal control 14 Robust estimation 14 Core 13 Linear programming 13 Logistic regression 13 Monte Carlo simulation 13 Density estimation 12 Lasso 12 Optimization 12 Random effects 12 Regularization 12 Shapley value 12 Cluster analysis 11 Gibbs sampling 11
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Undetermined 6,248 Free 5
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Article 6,272 Book / Working Paper 17
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Collection of articles of several authors 4 Sammelwerk 4 Aufsatzsammlung 2 Handbook 1 Handbuch 1
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Undetermined 6,277 English 12
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Balakrishnan, N. 40 Molenberghs, Geert 22 Tang, Man-Lai 22 Kundu, Debasis 21 Paula, Gilberto A. 16 Trenkler, Gotz 16 Lee, Sik-Yum 15 Cordeiro, Gauss M. 14 Hawkins, Douglas M. 14 Tijs, Stef 14 Tian, Guo-Liang 13 Cribari-Neto, Francisco 12 Nadarajah, Saralees 12 Tutz, Gerhard 12 Borm, Peter 11 Chen, Hubert J. 11 Hubert, Mia 11 Lee, Jae Won 11 Lemonte, Artur J. 11 Ortega, Edwin M.M. 11 Poon, Wai-Yin 11 Priebe, Carey E. 11 Rousseeuw, Peter J. 11 Bentler, Peter M. 10 Dodge, Yadolah 10 Hernández-Lerma, Onésimo 10 Agresti, Alan 9 Brown, Morton B. 9 Cavazos-Cadena, Rolando 9 Croux, Christophe 9 Gerlach, Richard 9 Lesaffre, Emmanuel 9 Liang, Hua 9 Lui, Kung-Jong 9 Shin, Dong Wan 9 Wang, Yong 9 D'Urso, Pierpaolo 8 Ferrari, Silvia L.P. 8 Fraiman, Ricardo 8 Gupta, Ramesh C. 8
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Computational Statistics & Data Analysis 4,738 Computational Statistics 1,534 Springer handbooks of computational statistics 3 Computational Statistics and Data Analysis 2 Computational Statistics and Data Analysis 143 (2020) 106843 1 Computational Statistics and Data Analysis 56 (2012) 1–14 1 Computational Statistics and Data Analysis, Forthcoming 1 Karabatsos, G. (2022). Approximate Bayesian computation using asymptotically normal point estimates. Computational Statistics, 1-38 1 Springer Handbooks of Computational Statistics 1 https://doi.org/10.1016/j.csda.2019.106843 Previous title "HOW MANY PARAMETERS DOES MY KERNEL DENSITY ESTIMATE HAVE?" 1
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RePEc 6,272 ECONIS (ZBW) 11 USB Cologne (EcoSocSci) 6
Showing 601 - 610 of 6,289
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An efficient method of evaluating portfolio risk and return
Bramante, Riccardo; Dallago, Gimmi - In: Computational Statistics 28 (2013) 3, pp. 1351-1363
This paper presents an efficient method to compute portfolio risk and return. Two methodologies are exposed in evaluating portfolio performance by aggregation of securities returns: the first one is based on local approximations of the compounding capitalization formula; in the alternative...
Persistent link: https://www.econbiz.de/10010847793
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Two-step coalition values for multichoice games
Jones, Michael; Wilson, Jennifer - In: Computational Statistics 77 (2013) 1, pp. 65-99
We introduce and compare several coalition values for multichoice games. Albizuri defined coalition structures and an extension of the Owen coalition value for multichoice games using the average marginal contribution of a player over a set of orderings of the player’s representatives....
Persistent link: https://www.econbiz.de/10010847794
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Efficient identification of independence networks using mutual information
Bacciu, Davide; Etchells, Terence; Lisboa, Paulo; … - In: Computational Statistics 28 (2013) 2, pp. 621-646
Conditional independence graphs are now widely applied in science and industry to display interactions between large numbers of variables. However, the computational load of structure identification grows with the number of nodes in the network and the sample size. A tailored version of the PC...
Persistent link: https://www.econbiz.de/10010847801
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On the $$M_t/M_t/K_t+M_t$$ queue in heavy traffic
Puhalskii, Anatolii - In: Computational Statistics 78 (2013) 1, pp. 119-148
The focus of this paper is on the asymptotics of large-time numbers of customers in time-periodic Markovian many-server queues with customer abandonment in heavy traffic. Limit theorems are obtained for the periodic number-of-customers processes under the fluid and diffusion scalings. Other...
Persistent link: https://www.econbiz.de/10010847814
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Adaptive approximate Bayesian computation for complex models
Lenormand, Maxime; Jabot, Franck; Deffuant, Guillaume - In: Computational Statistics 28 (2013) 6, pp. 2777-2796
We propose a new approximate Bayesian computation (ABC) algorithm that aims at minimizing the number of model runs for reaching a given quality of the posterior approximation. This algorithm automatically determines its sequence of tolerance levels and makes use of an easily interpretable...
Persistent link: https://www.econbiz.de/10010847820
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Accessibility and stability of the coalition structure core
Béal, Sylvain; Rémila, Eric; Solal, Philippe - In: Computational Statistics 78 (2013) 2, pp. 187-202
This article shows that, for any transferable utility game in coalitional form with a nonempty coalition structure core, the number of steps required to switch from a payoff configuration out of the coalition structure core to a payoff configuration in the coalition structure core is less than...
Persistent link: https://www.econbiz.de/10010847829
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The exact bootstrap method shown on the example of the mean and variance estimation
Kisielinska, Joanna - In: Computational Statistics 28 (2013) 3, pp. 1061-1077
The bootstrap method is based on resampling of the original randomsample drawn from a population with an unknown distribution. In the article it was shown that because of the progress in computer technology resampling is actually unnecessary if the sample size is not too large. It is possible to...
Persistent link: https://www.econbiz.de/10010847838
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Empirical likelihood method for multivariate Cox regression
Zheng, Ming; Yu, Wen - In: Computational Statistics 28 (2013) 3, pp. 1241-1267
A unified empirical likelihood approach for three Cox-type marginal models dealing with multiple event times, recurrent event times and clustered event times is proposed. The resulting log-empirical likelihood ratio test statistics are shown to possess chi-squared limiting distributions. When...
Persistent link: https://www.econbiz.de/10010847846
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A PC algorithm variation for ordinal variables
Musella, Flaminia - In: Computational Statistics 28 (2013) 6, pp. 2749-2759
Bayesian networks are graphical models that represent the joint distribution of a set of variables using directed acyclic graphs. The graph can be manually built by domain experts according to their knowledge. However, when the dependence structure is unknown (or partially known) the network has...
Persistent link: https://www.econbiz.de/10010847848
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Fall back equilibrium for $$2 \times n$$ bimatrix games
Kleppe, John; Borm, Peter; Hendrickx, Ruud - In: Computational Statistics 78 (2013) 2, pp. 171-186
In this paper we provide a characterization of the set of fall back equilibria for $$2 \times n$$ bimatrix games. Furthermore, for this type of games we discuss the relation between the set of fall back equilibria and the sets of perfect, proper and strictly perfect equilibria. In order to do...
Persistent link: https://www.econbiz.de/10010847864
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