메뉴 건너뛰기




Volumn , Issue , 2012, Pages 1-182

Graphical models with R

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; CLUSTERING ALGORITHMS; KNOWLEDGE BASED SYSTEMS;

EID: 84991840581     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-1-4614-2299-0     Document Type: Book
Times cited : (144)

References (54)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical identification problem
    • Akaike H (1974) A new look at the statistical identification problem. IEEE Trans Autom Control 19:716-723.
    • (1974) IEEE Trans Autom Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 0031531764 scopus 로고    scopus 로고
    • A characterization ofMarkov equivalence classes for acyclic digraphs
    • Andersson SA, Madigan D, Perlman MD (1996) A characterization ofMarkov equivalence classes for acyclic digraphs. Ann Stat 25:505-541.
    • (1996) Ann Stat , vol.25 , pp. 505-541
    • Andersson, S.A.1    Madigan, D.2    Perlman, M.D.3
  • 4
    • 84919193324 scopus 로고
    • Tech rep. R-91-43. Department of Mathematics and Computer Science, Aalborg University
    • Badsberg JH (1991) A guide to CoCo. Tech rep. R-91-43. Department of Mathematics and Computer Science, Aalborg University.
    • (1991) A guide to CoCo
    • Badsberg, J.H.1
  • 6
    • 4544365481 scopus 로고    scopus 로고
    • deal: A package for learning Bayesian networks
    • Bøttcher SG, Dethlefsen C (2003) deal: A package for learning Bayesian networks. J Stat Softw 8(20):1-40. http://www.jstatsoft.org/v08/i20.
    • (2003) J Stat Softw , vol.8 , Issue.20 , pp. 1-40
    • Bøttcher, S.G.1    Dethlefsen, C.2
  • 7
    • 0033469996 scopus 로고    scopus 로고
    • Determination of lean meat in pig carcasses with the Autofom classification system
    • Busk H, Olsen EV, Brøndum J (1999) Determination of lean meat in pig carcasses with the Autofom classification system. Meat Sci 52:307-314.
    • (1999) Meat Sci , vol.52 , pp. 307-314
    • Busk, H.1    Olsen, E.V.2    Brøndum, J.3
  • 9
    • 0042496103 scopus 로고    scopus 로고
    • Equivalence classes of Bayesian network structure
    • Chickering DM (2002) Equivalence classes of Bayesian network structure. J Mach Learn Res 2:445-498.
    • (2002) J Mach Learn Res , vol.2 , pp. 445-498
    • Chickering, D.M.1
  • 10
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • Chow CK, Liu CN (1968) Approximating discrete probability distributions with dependence trees. IEEE Trans Inf Theory 14:462-467.
    • (1968) IEEE Trans Inf Theory , vol.14 , pp. 462-467
    • Chow, C.K.1    Liu, C.N.2
  • 12
    • 0003064380 scopus 로고
    • Applications of a general propagation algorithm for probabilistic expert systems
    • Dawid AP (1992) Applications of a general propagation algorithm for probabilistic expert systems. Stat Comput 2:25-36.
    • (1992) Stat Comput , vol.2 , pp. 25-36
    • Dawid, A.P.1
  • 13
    • 0010565281 scopus 로고    scopus 로고
    • Conditional independence
    • Kotz S, Read CB, Banks DL (eds) Wiley-Interscience, New York
    • Dawid AP (1998) Conditional independence. In: Kotz S, Read CB, Banks DL (eds) Encyclopedia of statistical sciences, update, vol 2. Wiley-Interscience, New York, pp 146-155.
    • (1998) Encyclopedia of statistical sciences, update , vol.2 , pp. 146-155
    • Dawid, A.P.1
  • 14
    • 21344482755 scopus 로고
    • Hyper Markov laws in the statistical analysis of decomposable graphical models
    • Dawid AP, Lauritzen SL (1993) Hyper Markov laws in the statistical analysis of decomposable graphical models. Ann Stat 21:1272-1317.
    • (1993) Ann Stat , vol.21 , pp. 1272-1317
    • Dawid, A.P.1    Lauritzen, S.L.2
  • 15
    • 0001038826 scopus 로고
    • Covariance selection
    • Dempster AP (1972) Covariance selection. Biometrics 28:157-175.
    • (1972) Biometrics , vol.28 , pp. 157-175
    • Dempster, A.P.1
  • 16
    • 49449118676 scopus 로고    scopus 로고
    • Multiple testing and error control in Gaussian graphical model selection
    • Drton M, Perlman MD (2007) Multiple testing and error control in Gaussian graphical model selection. Stat Sci 22:430-449.
    • (2007) Stat Sci , vol.22 , pp. 430-449
    • Drton, M.1    Perlman, M.D.2
  • 17
    • 37249059395 scopus 로고    scopus 로고
    • A SINful approach to Gaussian graphical model selection
    • Drton M, Perlman MD (2008) A SINful approach to Gaussian graphical model selection. J Stat Plan Inference 138:1179-1200.
    • (2008) J Stat Plan Inference , vol.138 , pp. 1179-1200
    • Drton, M.1    Perlman, M.D.2
  • 19
    • 76949106424 scopus 로고    scopus 로고
    • Selecting high-dimensional mixed graphical models using minimal AIC or BIC forests
    • Edwards D, de Abreu GCG, Labouriau R (2010) Selecting high-dimensional mixed graphical models using minimal AIC or BIC forests. BMC Bioinform 11:18.
    • (2010) BMC Bioinform , vol.11 , pp. 18
    • Edwards, D.1    de Abreu, G.C.G.2    Labouriau, R.3
  • 20
    • 45849134070 scopus 로고    scopus 로고
    • Sparse inverse covariance estimation with the graphical lasso
    • Friedman J, Hastie T, Tibshirani R (2008) Sparse inverse covariance estimation with the graphical lasso. Biostatistics 9(3):432-441.
    • (2008) Biostatistics , vol.9 , Issue.3 , pp. 432-441
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 21
    • 0026257928 scopus 로고
    • Graph drawing by force-directed placement
    • Fruchterman T, Reingold EM(1991) Graph drawing by force-directed placement. Softw Pract Exp 21:1129-1164.
    • (1991) Softw Pract Exp , vol.21 , pp. 1129-1164
    • Fruchterman, T.1    Reingold, E.M.2
  • 22
    • 0001546180 scopus 로고
    • The chain graph Markov property
    • Frydenberg M (1990a) The chain graph Markov property. Scand J Stat 17:333-353.
    • (1990) Scand J Stat , vol.17 , pp. 333-353
    • Frydenberg, M.1
  • 23
    • 0000163612 scopus 로고
    • Marginalization and collapsibility in graphical interaction models
    • Frydenberg M(1990b) Marginalization and collapsibility in graphical interaction models. Ann Stat 18:790-805.
    • (1990) Ann Stat , vol.18 , pp. 790-805
    • Frydenberg, M.1
  • 24
    • 0001178202 scopus 로고
    • BUGS: a language and program for complex Bayesian modelling
    • Gilks WR, Thomas A, Spiegelhalter DJ (1994) BUGS: a language and program for complex Bayesian modelling. Statistician 43:169-178.
    • (1994) Statistician , vol.43 , pp. 169-178
    • Gilks, W.R.1    Thomas, A.2    Spiegelhalter, D.J.3
  • 26
    • 0014578060 scopus 로고
    • Analysis of categorical data by linear models
    • Grizzle JE, Starmer CF, Koch GG (1969) Analysis of categorical data by linear models. Biometrics 25(3):489-504.
    • (1969) Biometrics , vol.25 , Issue.3 , pp. 489-504
    • Grizzle, J.E.1    Starmer, C.F.2    Koch, G.G.3
  • 27
    • 0000857850 scopus 로고
    • BIFROST-block recursive models induced from relevant knowledge, observations and statistical techniques
    • Højsgaard S, Thiesson B (1995) BIFROST-block recursive models induced from relevant knowledge, observations and statistical techniques. Comput Stat Data Anal 19:155-175.
    • (1995) Comput Stat Data Anal , vol.19 , pp. 155-175
    • Højsgaard, S.1    Thiesson, B.2
  • 28
    • 0002294347 scopus 로고
    • A simple sequentially rejective multiple test procedure
    • Holm S (1979) A simple sequentially rejective multiple test procedure. Scand J Stat 6:65-70.
    • (1979) Scand J Stat , vol.6 , pp. 65-70
    • Holm, S.1
  • 29
    • 0043123251 scopus 로고    scopus 로고
    • Fitting percentage of body fat to simple body measurements
    • Johnson RW(1996) Fitting percentage of body fat to simple body measurements. Journal of Statistics Education 4:1.
    • (1996) Journal of Statistics Education , vol.4 , pp. 1
    • Johnson, R.W.1
  • 32
    • 70350674995 scopus 로고
    • On the shortest spanning subtree of a graph and the traveling Salesman problem
    • Kruskal J (1956) On the shortest spanning subtree of a graph and the traveling Salesman problem. Proc Am Math Soc 7:48-50.
    • (1956) Proc Am Math Soc , vol.7 , pp. 48-50
    • Kruskal, J.1
  • 33
    • 5144229390 scopus 로고    scopus 로고
    • Lactational dietary fat levels and sources influence milk composition and performance of sows and their progeny
    • Lauridsen C, Danielsen V (2004) Lactational dietary fat levels and sources influence milk composition and performance of sows and their progeny. Livestock Product Sci 91:95-105.
    • (2004) Livestock Product Sci , vol.91 , pp. 95-105
    • Lauridsen, C.1    Danielsen, V.2
  • 35
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems (with discussion)
    • Lauritzen SL, Spiegelhalter DJ (1988) Local computations with probabilities on graphical structures and their application to expert systems (with discussion). J R Stat Soc B 50:157-224.
    • (1988) J R Stat Soc B , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 36
    • 58149308167 scopus 로고    scopus 로고
    • Structural learning of chain graphs via decomposition
    • Ma Z, Xie X, Geng Z (2008) Structural learning of chain graphs via decomposition. J Mach Learn Res 9:2847-2880.
    • (2008) J Mach Learn Res , vol.9 , pp. 2847-2880
    • Ma, Z.1    Xie, X.2    Geng, Z.3
  • 38
    • 26444546442 scopus 로고    scopus 로고
    • An expression signature for p 53 status in human breast cancer predicts mutation status, transcriptional effects, and patient survival
    • Miller LD, Smeds J, George J, Vega VB, Vergara L, Ploner A, Pawitan Y, Hall P, Klaar S, Liu ET, Bergh J (2005) An expression signature for p 53 status in human breast cancer predicts mutation status, transcriptional effects, and patient survival. Proc Natl Acad Sci USA 102(38):13550- 13555. http://dx.doi.org/10.1073/pnas.0506230102.
    • (2005) Proc Natl Acad Sci USA , vol.102 , Issue.38 , pp. 13550-13555
    • Miller, L.D.1    Smeds, J.2    George, J.3    Vega, V.B.4    Vergara, L.5    Ploner, A.6    Pawitan, Y.7    Hall, P.8    Klaar, S.9    Liu, E.T.10    Bergh, J.11
  • 39
    • 0004213845 scopus 로고    scopus 로고
    • Cambridge University Press, Cambridge
    • Pearl J (2000) Causality. Cambridge University Press, Cambridge.
    • (2000) Causality
    • Pearl, J.1
  • 42
    • 0000858427 scopus 로고
    • The Anolis lizards of Bimini: resource partitioning in a complex fauna
    • Schoener TW(1968) The Anolis lizards of Bimini: resource partitioning in a complex fauna. Ecology 49:704-726.
    • (1968) Ecology , vol.49 , pp. 704-726
    • Schoener, T.W.1
  • 43
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G (1978) Estimating the dimension of a model. Ann Math Stat 6:461-464.
    • (1978) Ann Math Stat , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 44
    • 84947402121 scopus 로고
    • Rectangular confidence regions for the means of multivariate normal distributions
    • Sidak Z (1967) Rectangular confidence regions for the means of multivariate normal distributions. J Am Stat Assoc 62(318):626-633. http://www.jstor.org/stable/2283989.
    • (1967) J Am Stat Assoc , vol.62 , Issue.318 , pp. 626-633
    • Sidak, Z.1
  • 45
    • 0001568882 scopus 로고
    • Gaussian Markov distributions over finite graphs
    • Speed TP, Kiiveri H (1986) Gaussian Markov distributions over finite graphs. Ann Math Stat 14:138-150.
    • (1986) Ann Math Stat , vol.14 , pp. 138-150
    • Speed, T.P.1    Kiiveri, H.2
  • 48
    • 84986980101 scopus 로고
    • Sequential updating of conditional probabilities on directed graphical structures
    • Spiegelhalter DJ, Lauritzen SL (1990) Sequential updating of conditional probabilities on directed graphical structures. Networks 20:579-605.
    • (1990) Networks , vol.20 , pp. 579-605
    • Spiegelhalter, D.J.1    Lauritzen, S.L.2
  • 49
    • 0002979137 scopus 로고
    • An algorithm for fast recovery of sparse causal graphs
    • Spirtes P, Glymour C (1991) An algorithm for fast recovery of sparse causal graphs. Soc Sci Comput Rev 9(1):62-72. http://ssc.sagepub.com/content/9/1/62.abstract.
    • (1991) Soc Sci Comput Rev , vol.9 , Issue.1 , pp. 62-72
    • Spirtes, P.1    Glymour, C.2
  • 51
    • 13444302396 scopus 로고    scopus 로고
    • R2WinBUGS: A package for running WinBUGS from R
    • Sturtz S, Ligges U, Gelman A (2005) R2WinBUGS: A package for running WinBUGS from R. J Stat Softw 12(3):1-16. http://www.jstatsoft.org.
    • (2005) J Stat Softw , vol.12 , Issue.3 , pp. 1-16
    • Sturtz, S.1    Ligges, U.2    Gelman, A.3
  • 53
    • 0002095306 scopus 로고
    • Equivalence and synthesis of causal models
    • Bonissone PP, Henrion M, Kanal LN, Lemmer JF (eds) North-Holland, Amsterdam
    • Verma T, Pearl J (1990) Equivalence and synthesis of causal models. In: Bonissone PP, Henrion M, Kanal LN, Lemmer JF (eds) Uncertainty in artificial intelligence, vol. 6. North-Holland, Amsterdam, pp 255-268.
    • (1990) Uncertainty in artificial intelligence , vol.6 , pp. 255-268
    • Verma, T.1    Pearl, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.