Snow

Snow: A parallel computing framework for the R system. This paper presents a simple parallel computing framework for the statistical programming language R. The system focuses on parallelization of familiar higher level mapping functions and emphasizes simplicity of use in order to encourage adoption by a wide range of R users. The paper describes the design and implementation of the system, outlines examples of its use, and presents some possible directions for future developments.


References in zbMATH (referenced in 14 articles , 1 standard article )

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  1. González, Miguel; Gutiérrez, Cristina; Martínez, Rodrigo; Minuesa, Carmen; del Puerto, Inés M.: Bayesian analysis for controlled branching processes (2016)
  2. Kustosz, Christoph P.; Leucht, Anne; Müller, Christine H.: Tests based on simplicial depth for AR(1) models with explosion (2016)
  3. Gondro, Cedric: Primer to analysis of genomic data using R (2015)
  4. Zucknick, Manuela; Saadati, Maral; Benner, Axel: Nonidentical twins: comparison of frequentist and Bayesian Lasso for Cox models (2015)
  5. Ahn, Jae Youn; Shyamalkumar, Nariankadu D.: Asymptotic theory for the empirical Haezendonck-Goovaerts risk measure (2014)
  6. Hofner, Benjamin; Mayr, Andreas; Robinzonov, Nikolay; Schmid, Matthias: Model-based boosting in R: a hands-on tutorial using the R package mboost (2014)
  7. Karl, Andrew T.; Eubank, Randy; Milovanovic, Jelena; Reiser, Mark; Young, Dennis: Using rngstreams for parallel random number generation in C++ and R (2014)
  8. Rasch, D.; Spangl, B.; Wang, M.: Minimal experimental size in the three way ANOVA cross classification model with approximate F-tests (2012)
  9. Ahn, Jae Youn; Shyamalkumar, Nariankadu D.: Large sample behavior of the CTE and VaR estimators under importance sampling (2011)
  10. Eugster, Manuel J. A.; Knaus, Jochen; Porzelius, Christine; Schmidberger, Markus; Vicedo, Esmeralda: Hands-on tutorial for parallel computing with R (2011)
  11. Ahn, Jae Youn; Shyamalkumar, Nariankadu D.: An asymptotic analysis of the bootstrap bias correction for the empirical CTE (2010)
  12. Bjornson, Robert D.; Carriero, Nicholas J.; Schultz, Martin H.; Shields, Patrick M.; Weston, Stephen B.: NetWorkSpace: A coordination system for high-productivity environments (2009)
  13. Ko, Bangwon; Russo, Ralph P.; Shyamalkumar, Nariankadu D.: A note on nonparametric estimation of the CTE (2009)
  14. Tierney, Luke; Rossini, A. J.; Li, Na: Snow: A parallel computing framework for the R system (2009)