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rstream

R package rstream: Streams of random numbers. Unified object oriented interface for multiple independent streams of random numbers from different sources.

Keywords for this software

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  • Journal of Statistical Software
  • R package
  • parallel computing
  • R
  • stochastic calculus
  • nonparametric
  • official statistics
  • statistical sampling
  • statistical analysis
  • data mining
  • clustering
  • visualization
  • statistical simulation
  • RStream
  • SDE
  • parallel computation
  • Monte Carlo simulation
  • multicore
  • data streams
  • outliers
  • www.jstatsoft.org
  • Simulation
  • Data Stream Clustering Research
  • Diffusion Processes
  • missing values
  • small area estimation
  • reproducible research
  • MPI
  • moment equations
  • transition density

  • URL: cran.r-project.org/web...
  • Code
  • InternetArchive
  • Manual: cran.r-project.org/web...
  • Authors: Josef Leydold
  • Dependencies: R

  • Add information on this software.


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References in zbMATH (referenced in 5 articles )

Showing results 1 to 5 of 5.
y Sorted by year (citations)

  1. Arsalane Chouaib Guidoum, Kamal Boukhetala: Performing Parallel Monte Carlo and Moment Equations Methods for Ito and Stratonovich Stochastic Differential Systems: R Package Sim.DiffProc (2020) not zbMATH
  2. Ann-Kristin Kreutzmann; Sören Pannier; Natalia Rojas-Perilla; Timo Schmid; Matthias Templ; Nikos Tzavidis: The R Package emdi for Estimating and Mapping Regionally Disaggregated Indicators (2019) not zbMATH
  3. Michael Hahsler and Matthew Bolaños and John Forrest: Introduction to stream: An Extensible Framework for Data Stream Clustering Research with R (2017) not zbMATH
  4. Karl, Andrew T.; Eubank, Randy; Milovanovic, Jelena; Reiser, Mark; Young, Dennis: Using rngstreams for parallel random number generation in C++ and R (2014)
  5. Andreas Alfons; Matthias Templ; Peter Filzmoser: An Object-Oriented Framework for Statistical Simulation: The R Package simFrame (2010) not zbMATH

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    • Top MSC classes
      • 65 Numerical analysis

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