메뉴 건너뛰기




Volumn 11, Issue 1, 2004, Pages 107-124

Use of runs statistics for pattern recognition in genomic DNA sequences

Author keywords

Analysis of DNA bendability signals; Bivariate runs statistic; Finite Markov chain imbedding; Hidden Markov models; Probabilistic profiles of runs

Indexed keywords

CURVED DNA; GENOMIC DNA;

EID: 1842555283     PISSN: 10665277     EISSN: None     Source Type: Journal    
DOI: 10.1089/106652704773416911     Document Type: Article
Times cited : (17)

References (33)
  • 3
    • 0033368269 scopus 로고    scopus 로고
    • Structural basis for triplet repeat disorders: A computational analysis
    • Baldi, P., Brunak, S., Chauvin, Y., and Pedersen, A.G. 1999. Structural basis for triplet repeat disorders: A computational analysis. Bioinformatics 15, 918-929.
    • (1999) Bioinformatics , vol.15 , pp. 918-929
    • Baldi, P.1    Brunak, S.2    Chauvin, Y.3    Pedersen, A.G.4
  • 6
    • 0029039118 scopus 로고
    • Sequence-dependent bending propensity of DNA as revealed by Dnase I: Parameters for trinucleotides
    • Brukner, I., Sánchez, R., Suck, D., and Pongor, S. 1995. Sequence-dependent bending propensity of DNA as revealed by Dnase I: Parameters for trinucleotides. Eur. Mol. Biol. Org. J. 14(8), 1812-1818.
    • (1995) Eur. Mol. Biol. Org. J. , vol.14 , Issue.8 , pp. 1812-1818
    • Brukner, I.1    Sánchez, R.2    Suck, D.3    Pongor, S.4
  • 7
    • 0031586003 scopus 로고    scopus 로고
    • Prediction of complete gene structures in human genomic DNA
    • Burge, C., and Karlin, S. 1997. Prediction of complete gene structures in human genomic DNA. J. Mol. Biol. 268, 78-94.
    • (1997) J. Mol. Biol. , vol.268 , pp. 78-94
    • Burge, C.1    Karlin, S.2
  • 8
    • 0024557590 scopus 로고
    • Stochastic models for heterogeneous DNA sequences
    • Churchill, G.A. 1989. Stochastic models for heterogeneous DNA sequences. Bull. Math. Biol. 51(1), 79-94.
    • (1989) Bull. Math. Biol. , vol.51 , Issue.1 , pp. 79-94
    • Churchill, G.A.1
  • 9
    • 33244455151 scopus 로고
    • Hidden Markov chains and the analysis of genome structure
    • Churchill, G.A. 1992. Hidden Markov chains and the analysis of genome structure. Computers and Chemistry 16(2), 107-115.
    • (1992) Computers and Chemistry , vol.16 , Issue.2 , pp. 107-115
    • Churchill, G.A.1
  • 10
    • 1842422116 scopus 로고    scopus 로고
    • Hidden Markov models
    • John Wiley, New York
    • Churchill, G.A. 1998. Hidden Markov models, in Encyclopedia of Biostatistics, 1908-1916, John Wiley, New York.
    • (1998) Encyclopedia of Biostatistics , pp. 1908-1916
    • Churchill, G.A.1
  • 11
    • 0010850755 scopus 로고
    • A power function for tests of randomness in a sequence of alternatives
    • David, F.N. 1947. A power function for tests of randomness in a sequence of alternatives. Biometrika 34, 335-339.
    • (1947) Biometrika , vol.34 , pp. 335-339
    • David, F.N.1
  • 13
    • 21444442040 scopus 로고    scopus 로고
    • Distribution theory of runs and patterns associated with a sequence of multi-state trials
    • Fu, J.C. 1996. Distribution theory of runs and patterns associated with a sequence of multi-state trials. Statistica Sinica 6(4), 957-974.
    • (1996) Statistica Sinica , vol.6 , Issue.4 , pp. 957-974
    • Fu, J.C.1
  • 14
    • 84950460234 scopus 로고
    • Distribution theory of runs: A Markov chain approach
    • Fu, J.C., and Koutras, M.V. 1994. Distribution theory of runs: A Markov chain approach. J. Am. Statist. Assoc. 89(427), 1050-1058.
    • (1994) J. Am. Statist. Assoc. , vol.89 , Issue.427 , pp. 1050-1058
    • Fu, J.C.1    Koutras, M.V.2
  • 15
    • 38249019860 scopus 로고
    • Specific formulae for some success run distributions
    • Godbole, A.P. 1990. Specific formulae for some success run distributions. Statistics and Probability Letters 10, 119-124.
    • (1990) Statistics and Probability Letters , vol.10 , pp. 119-124
    • Godbole, A.P.1
  • 16
    • 0002742798 scopus 로고
    • Some properties of the distributions of order k
    • A.N. Philippou, G.E. Bergum, and F. Horadam, eds., Reidel, Dordrecht
    • Hirano, K. 1986. Some properties of the distributions of order k, in A.N. Philippou, G.E. Bergum, and F. Horadam, eds., Fibonacci Numbers and Their Applications, 43-53, Reidel, Dordrecht.
    • (1986) Fibonacci Numbers and Their Applications , pp. 43-53
    • Hirano, K.1
  • 17
    • 0000265623 scopus 로고
    • On the number of occurrences of success runs of length k in a two-state Markov chain
    • Hirano, K., and Aki, S. 1993. On the number of occurrences of success runs of length k in a two-state Markov chain. Statistica Sinica 3, 313-320.
    • (1993) Statistica Sinica , vol.3 , pp. 313-320
    • Hirano, K.1    Aki, S.2
  • 18
    • 0009568899 scopus 로고    scopus 로고
    • Acceleration of EM algorithm by using quasi-Newton methods
    • Jamshidian, M., and Jennrich, R.I. 1997. Acceleration of EM algorithm by using quasi-Newton methods. J. Royal Statist. Soc., Series B 59, 569-587.
    • (1997) J. Royal Statist. Soc., Series B , vol.59 , pp. 569-587
    • Jamshidian, M.1    Jennrich, R.I.2
  • 19
    • 0026718403 scopus 로고
    • Chance and statistical significance in protein and DNA sequence analysis
    • Karlin, S., and Brendel, V. 1992. Chance and statistical significance in protein and DNA sequence analysis. Science 257, 39-49.
    • (1992) Science , vol.257 , pp. 39-49
    • Karlin, S.1    Brendel, V.2
  • 20
    • 0027944605 scopus 로고
    • A hidden Markov model that finds genes in E. coli DNA
    • Krogh, A., Mian, I.S., and Haussler, D. 1994. A hidden Markov model that finds genes in E. coli DNA. Nucl. Acids Res. 22, 4768-4778.
    • (1994) Nucl. Acids Res. , vol.22 , pp. 4768-4778
    • Krogh, A.1    Mian, I.S.2    Haussler, D.3
  • 21
    • 0026652789 scopus 로고
    • Maximum-penalized-likelihood estimation for independent and Markov-dependent mixture models
    • Leroux, B.G., and Puterman, M.L. 1992. Maximum-penalized-likelihood estimation for independent and Markov-dependent mixture models. Biometrics 48, 545-558.
    • (1992) Biometrics , vol.48 , pp. 545-558
    • Leroux, B.G.1    Puterman, M.L.2
  • 22
    • 0029795578 scopus 로고    scopus 로고
    • Over- and under-representation of short DNA words in herpes virus genomes
    • Leung, M.Y., Marsh, G.M., and Speed, T.P. 1996. Over- and under-representation of short DNA words in herpes virus genomes. J. Comp. Biol. 3, 345-360.
    • (1996) J. Comp. Biol. , vol.3 , pp. 345-360
    • Leung, M.Y.1    Marsh, G.M.2    Speed, T.P.3
  • 23
    • 0000315742 scopus 로고
    • The ECME algorithm: A simple extension of EM and ECM with fast monotone convergence
    • Liu, C., and Rubin, D.B. 1994. The ECME algorithm: A simple extension of EM and ECM with fast monotone convergence. Biometrika 81, 633-648.
    • (1994) Biometrika , vol.81 , pp. 633-648
    • Liu, C.1    Rubin, D.B.2
  • 24
    • 0001508169 scopus 로고    scopus 로고
    • Parameter expansion to accelerate EM - The PX-EM algorithm
    • Liu, C., Rubin, D.B., and Wu, Y.N. 1998. Parameter expansion to accelerate EM - The PX-EM algorithm. Biometrika 85, 755-770.
    • (1998) Biometrika , vol.85 , pp. 755-770
    • Liu, C.1    Rubin, D.B.2    Wu, Y.N.3
  • 25
    • 0030342868 scopus 로고    scopus 로고
    • On runs and longest run tests: A method of finite Markov chain imbedding
    • Lou, W.Y.W. 1996. On runs and longest run tests: A method of finite Markov chain imbedding. J. Am. Statist. Assoc. 91(436), 1595-1601.
    • (1996) J. Am. Statist. Assoc. , vol.91 , Issue.436 , pp. 1595-1601
    • Lou, W.Y.W.1
  • 27
    • 18244387717 scopus 로고    scopus 로고
    • The EM algorithm - An old folk-song to a new fast tune
    • Meng, X.-L., and van Dyk, D. 1997. The EM algorithm - An old folk-song to a new fast tune (with discussion). J. Royal Statist. Soc., Series B 59, 551-567.
    • (1997) J. Royal Statist. Soc., Series B , vol.59 , pp. 551-567
    • Meng, X.-L.1    Van Dyk, D.2
  • 28
    • 0001450383 scopus 로고
    • The distribution theory of runs
    • Mood, A.M. 1940. The distribution theory of runs. Ann. Math. Statist. 11, 367-392.
    • (1940) Ann. Math. Statist. , vol.11 , pp. 367-392
    • Mood, A.M.1
  • 30
    • 0032575756 scopus 로고    scopus 로고
    • DNA structure in human RNA polymerase II promoters
    • Pedersen, A.G., Baldi, P., Chauvin, Y., and Brunak, S. 1998. DNA structure in human RNA polymerase II promoters. J. Mol. Biol. 281(4), 663-673.
    • (1998) J. Mol. Biol. , vol.281 , Issue.4 , pp. 663-673
    • Pedersen, A.G.1    Baldi, P.2    Chauvin, Y.3    Brunak, S.4
  • 31
    • 0033563512 scopus 로고    scopus 로고
    • The biology of eukaryotic promoter prediction - A review
    • Pedersen, A.G., Baldi, P., Chauvin, Y., and Brunak, S. 1999. The biology of eukaryotic promoter prediction - A review. Computers and Chemistry 23(3-4), 191-207.
    • (1999) Computers and Chemistry , vol.23 , Issue.3-4 , pp. 191-207
    • Pedersen, A.G.1    Baldi, P.2    Chauvin, Y.3    Brunak, S.4
  • 32
    • 0031386923 scopus 로고    scopus 로고
    • On the conditional and unconditional distributions of the number of runs in a sample from a multisymbol alphabet
    • Schuster, E.F., and Gu, X. 1997. On the conditional and unconditional distributions of the number of runs in a sample from a multisymbol alphabet. Communications in Statistics-Simulation and Computation 26(2), 423-442.
    • (1997) Communications in Statistics-Simulation and Computation , vol.26 , Issue.2 , pp. 423-442
    • Schuster, E.F.1    Gu, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.