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Volumn 16, Issue 2, 2007, Pages 399-420

Simple parallel statistical computing in R

Author keywords

Bootstrap; Cross validation; Grid computing; Kriging; LAM MPI; Message passing; MPI; Profile likelihood; PVM

Indexed keywords


EID: 34250722705     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/106186007X178979     Document Type: Article
Times cited : (65)

References (47)
  • 1
    • 34250753818 scopus 로고    scopus 로고
    • Available online at
    • Bar, M. (2006), OpenMosix WWW page. Available online at http://openmosix.sourceforge.net/.
    • (2006)
    • Bar, M.1
  • 2
    • 0032021963 scopus 로고    scopus 로고
    • The MOSIX Multicomputer Operating System for High Performance Cluster Computing
    • Barak, A., and La'adan, O. (1998), "The MOSIX Multicomputer Operating System for High Performance Cluster Computing," Journal of Future Generation Computer Systems, 13, 361-372.
    • (1998) Journal of Future Generation Computer Systems , vol.13 , pp. 361-372
    • Barak, A.1    La'adan, O.2
  • 3
    • 0000820189 scopus 로고    scopus 로고
    • Deploying a High Throughput Computing Cluster
    • ed. Rajkumar Buyya, Englewood Cliffs, NJ: Prentice Hall
    • Basney, J., and Livny, M. (1999), "Deploying a High Throughput Computing Cluster," in High Performance Cluster Computing: Architectures and Systems (vol. 1), ed. Rajkumar Buyya, Englewood Cliffs, NJ: Prentice Hall.
    • (1999) High Performance Cluster Computing: Architectures and Systems , vol.1
    • Basney, J.1    Livny, M.2
  • 6
    • 34250731254 scopus 로고    scopus 로고
    • Carriero, N., and Warnes, G. R. (2006), nws. Available online at http://cran.r-project.org/.
    • Carriero, N., and Warnes, G. R. (2006), nws. Available online at http://cran.r-project.org/.
  • 7
    • 34250733945 scopus 로고    scopus 로고
    • home page. Available online at
    • Cygwin (2005), Cygwin home page. Available online at http://www. cygwin.com/.
    • (2005) Cygwin
    • Cygwin1
  • 10
    • 34250707932 scopus 로고    scopus 로고
    • homepage. Available online at
    • Eddelbuettel, D. (2006), Quantian homepage. Available online at http://www.quantian.org/.
    • (2006) Quantian
    • Eddelbuettel, D.1
  • 11
    • 34250727523 scopus 로고    scopus 로고
    • Foster, I, and Kesselman, C, eds, 2nd ed, San Francisco, CA: Morgan Kaufmann
    • Foster, I., and Kesselman, C. (eds.) (2003), The Grid 2: Blueprint for a New Computing Infrastructure (2nd ed.), San Francisco, CA: Morgan Kaufmann.
    • (2003) The Grid 2: Blueprint for a New Computing Infrastructure
  • 15
    • 84950437936 scopus 로고
    • Annealing Markov Chain Monte Carlo with Applications to Ancestral Inference
    • Geyer, C. J., and Thompson, E. A. (1995), "Annealing Markov Chain Monte Carlo with Applications to Ancestral Inference," Journal of the American Statistical Association, 90, 909-920.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 909-920
    • Geyer, C.J.1    Thompson, E.A.2
  • 16
    • 84870868977 scopus 로고    scopus 로고
    • Globus Project , Available online at
    • Globus Project (2006), The Globus Project. Available online at http://www.globus.org/.
    • (2006) The Globus Project
  • 18
  • 20
    • 70449686617 scopus 로고    scopus 로고
    • High-Level Scientific Programming in Python
    • Computational Science, ICCS 2002, eds. P.M.A. Sloot, C.J. K. Tan, J. J. Dongarra, and A. G. Hoekstra, number in, New York: Springer-Verlag
    • Hinsen, K. (2002), "High-Level Scientific Programming in Python," in Computational Science - ICCS 2002, eds. P.M.A. Sloot, C.J. K. Tan, J. J. Dongarra, and A. G. Hoekstra, number 2331 in Lecture Notes in Computer Science, New York: Springer-Verlag.
    • (2002) Lecture Notes in Computer Science , vol.2331
    • Hinsen, K.1
  • 23
    • 34250748463 scopus 로고    scopus 로고
    • rstream: Streams of Random Numbers for Stochastic Simulation
    • November, Available online at
    • L'Ecuyer, P., and Leydold, J. (2005), "rstream: Streams of Random Numbers for Stochastic Simulation," R News, 5(2), 16-20, November 2005. Available online at http://CRAN.R-project.org/doc/Rnews/.
    • (2005) R News , vol.5 , Issue.2 , pp. 16-20
    • L'Ecuyer, P.1    Leydold, J.2
  • 24
    • 0036877268 scopus 로고    scopus 로고
    • An Object-Oriented Random-Number Package With Many Long Streams and Substreams
    • L'Ecuyer, P., Simard, R., Chen, E. J., and Kelton. W. D. (2002), "An Object-Oriented Random-Number Package With Many Long Streams and Substreams," OR, 50, 1073-1075.
    • (2002) OR , vol.50 , pp. 1073-1075
    • L'Ecuyer, P.1    Simard, R.2    Chen, E.J.3    Kelton, W.D.4
  • 25
    • 34250760843 scopus 로고    scopus 로고
    • Leydold, J. (2006), rstream. Available online at http://cran.r- project.org/.
    • Leydold, J. (2006), rstream. Available online at http://cran.r- project.org/.
  • 26
    • 34250773413 scopus 로고    scopus 로고
    • Li, N. (2004), reprng. Available online at http://cran.r-project.org/.
    • Li, N. (2004), reprng. Available online at http://cran.r-project.org/.
  • 27
    • 15944411647 scopus 로고    scopus 로고
    • RPVM: Cluster Statistical Computing in R
    • September, Available online at
    • Li, N., and Rossini, A. J. (2001), "RPVM: Cluster Statistical Computing in R," R News, 1(3), 4-7, September 2001. Available online at http://CRAN.R-project.org/doc/Rnews/.
    • (2001) R News , vol.1 , Issue.3 , pp. 4-7
    • Li, N.1    Rossini, A.J.2
  • 28
    • 34250754366 scopus 로고    scopus 로고
    • _ (2005), rpvm. Available online at http://cran.r-project.org/.
    • _ (2005), rpvm. Available online at http://cran.r-project.org/.
  • 29
    • 34250768207 scopus 로고    scopus 로고
    • Liaw, A. (2006), randomForest. Available online at http://cran.r- project.org/.
    • Liaw, A. (2006), randomForest. Available online at http://cran.r- project.org/.
  • 31
    • 34250719189 scopus 로고    scopus 로고
    • SPRNG. Available online at
    • Mascagni, M., and Srinivasan, A. (2001), SPRNG. Available online at http://sprng.cs.fsu.edu.
    • (2001)
    • Mascagni, M.1    Srinivasan, A.2
  • 32
    • 21444451325 scopus 로고    scopus 로고
    • Simulating Ratios of Normalizing Constants via a Simple Identity: A Theoretical Exploration
    • Meng, X.-L., and Wong, W. H. (1996), "Simulating Ratios of Normalizing Constants via a Simple Identity: A Theoretical Exploration," Statistica Sinica, 6, 831-860.
    • (1996) Statistica Sinica , vol.6 , pp. 831-860
    • Meng, X.-L.1    Wong, W.H.2
  • 34
    • 34250772851 scopus 로고    scopus 로고
    • Message Passing Interface Forum (1995, MPI: A Message-Passing Interface Standard version 1.1, Avaialbe online att, technical report, http://www.mpi-forum.org
    • Message Passing Interface Forum (1995), MPI: A Message-Passing Interface Standard (version 1.1). Avaialbe online att http://www.mpi- forum.org; technical report, http://www.mpi-forum.org.
  • 35
    • 34250736795 scopus 로고    scopus 로고
    • _ (1997), MP1-2: Extensions to the Message Passing Interface. Available online at http://www.mpi-forum.org; technical report, http://www.mpi-forum.org.
    • _ (1997), MP1-2: Extensions to the Message Passing Interface. Available online at http://www.mpi-forum.org; technical report, http://www.mpi-forum.org.
  • 37
    • 34250736256 scopus 로고    scopus 로고
    • R Development Core Team (2005), R 2.2.1. http://cran.r-project.org/.
    • R Development Core Team (2005), R 2.2.1. http://cran.r-project.org/.
  • 39
    • 0042007207 scopus 로고
    • Applications of Parallel Computation to Statistical Inference
    • Schervish, M. J. (1988), "Applications of Parallel Computation to Statistical Inference," Journal of the American Statistical Association, 83, 976-983.
    • (1988) Journal of the American Statistical Association , vol.83 , pp. 976-983
    • Schervish, M.J.1
  • 40
    • 34250725420 scopus 로고    scopus 로고
    • Available online at
    • SciPy (2006), Scientific Python. Available online at http://www.scipy. org/.
    • (2006) Scientific Python
    • SciPy1
  • 41
    • 34250782136 scopus 로고    scopus 로고
    • Ševčíková, H., and Rossini, A. J. (2004), rleouyer. Available online at http://cran.r-project.org/.
    • Ševčíková, H., and Rossini, A. J. (2004), rleouyer. Available online at http://cran.r-project.org/.
  • 42
    • 34250726551 scopus 로고    scopus 로고
    • Sun Microsystems Inc
    • Sun Microsystems Inc. (2002), Sun Cluster Grid Architecture. See http://www.sun.com/software/gridware/.
    • (2002) Sun Cluster Grid Architecture. See
  • 44
    • 85026233840 scopus 로고    scopus 로고
    • Parallel Bayesian Computation
    • eds. E. J. Kontoghiorghes, New York: Marcel Dekker/CRC Press
    • Wilkinson, D. J. (2005), "Parallel Bayesian Computation, in Handbook of Parallel Computing and Statistics, eds. E. J. Kontoghiorghes, New York: Marcel Dekker/CRC Press.
    • (2005) Handbook of Parallel Computing and Statistics
    • Wilkinson, D.J.1
  • 45
    • 34250743611 scopus 로고    scopus 로고
    • Wolfram Research (2003), gridMathematica. Available online at http://www.wolfram.com/products/gridmathematica/.
    • Wolfram Research (2003), gridMathematica. Available online at http://www.wolfram.com/products/gridmathematica/.
  • 46
    • 15944379518 scopus 로고    scopus 로고
    • Rmpi: Parallel Statistical Computing in R
    • Available online at
    • Yu, H. (2002), "Rmpi: Parallel Statistical Computing in R," R News, 2(2), 10-14. Available online at http://CRAN.R-project.org/ doc/Rnews/.
    • (2002) R News , vol.2 , Issue.2 , pp. 10-14
    • Yu, H.1
  • 47
    • 34250767188 scopus 로고    scopus 로고
    • Available online at
    • _ (2006), Rmpi. Available online at http://cran.r-project.org/.
    • (2006) Rmpi
    • Yu, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.