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Volumn 26, Issue 1, 2008, Pages 1-21

An implementation of Bayesian Adaptive Regression Splines (BARS) in C with S and R wrappers

Author keywords

Curve fitting; Free knot splines; Nonparametric regression; Peri stimulus time histogram; Poisson process

Indexed keywords


EID: 47949099044     PISSN: 15487660     EISSN: 15487660     Source Type: Journal    
DOI: 10.18637/jss.v026.i01     Document Type: Article
Times cited : (30)

References (23)
  • 1
    • 47949124025 scopus 로고    scopus 로고
    • Anderson E, Bai Z, Bischof C, Blackford S, Demmel J, Dongarra J, Du Croz J, Greenbaum A, Hammarling S, McKenney A, Sorensen D (1999). LAPACK Users' Guide. 3rd edition. Society for Industrial and Applied Mathematics, Philadelphia, PA.
    • Anderson E, Bai Z, Bischof C, Blackford S, Demmel J, Dongarra J, Du Croz J, Greenbaum A, Hammarling S, McKenney A, Sorensen D (1999). LAPACK Users' Guide. 3rd edition. Society for Industrial and Applied Mathematics, Philadelphia, PA.
  • 2
    • 0036829944 scopus 로고    scopus 로고
    • Impact of Learning on Representation of Parts and Wholes in Monkey Inferotemporal Cortex
    • Baker CI, Behrmann M, Olson CR (2002). "Impact of Learning on Representation of Parts and Wholes in Monkey Inferotemporal Cortex." Nature Neuroscience, 5(11), 1210-1216.
    • (2002) Nature Neuroscience , vol.5 , Issue.11 , pp. 1210-1216
    • Baker, C.I.1    Behrmann, M.2    Olson, C.R.3
  • 5
    • 0010045457 scopus 로고    scopus 로고
    • Bayesian Curve Fitting with Free-Knot Splines
    • DiMatteo I, Genovese CR, Kass RE (2001). "Bayesian Curve Fitting with Free-Knot Splines." Biometrika, 88, 1055-1073.
    • (2001) Biometrika , vol.88 , pp. 1055-1073
    • DiMatteo, I.1    Genovese, C.R.2    Kass, R.E.3
  • 6
    • 0025401417 scopus 로고
    • Algorithm 679: A Set of Level 3 Basic Linear Algebra, Subprograms: Model Implementation and Test Programs
    • Dongarra JJ, Croz JD, Hammarling S, Duff I (1990a). "Algorithm 679: A Set of Level 3 Basic Linear Algebra, Subprograms: Model Implementation and Test Programs." ACM Transactions on Mathematical Software, 16(1), 18-28.
    • (1990) ACM Transactions on Mathematical Software , vol.16 , Issue.1 , pp. 18-28
    • Dongarra, J.J.1    Croz, J.D.2    Hammarling, S.3    Duff, I.4
  • 9
    • 47949091022 scopus 로고    scopus 로고
    • Gelman A, Carlin J, Stern H, Rubin D (2004). Bayesian Data Analysis. 2nd edition. Chapman amp; Hall/CRC, Boca Raton.
    • Gelman A, Carlin J, Stern H, Rubin D (2004). Bayesian Data Analysis. 2nd edition. Chapman amp; Hall/CRC, Boca Raton.
  • 10
    • 77956889087 scopus 로고
    • Reversible Jump Markov Chain Monte Carlo Computation and Bayesian Model Determination
    • Green PJ (1995). "Reversible Jump Markov Chain Monte Carlo Computation and Bayesian Model Determination." Biometrika, 82, 711-732.
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 11
    • 0011031587 scopus 로고    scopus 로고
    • Spline Adaptation in Extended Linear Models
    • Hansen MH, Kooperberg C (2002). "Spline Adaptation in Extended Linear Models." Statistical Science, 17, 2-51.
    • (2002) Statistical Science , vol.17 , pp. 2-51
    • Hansen, M.H.1    Kooperberg, C.2
  • 12
    • 47949126056 scopus 로고    scopus 로고
    • Insightful Corp 2003, S-PLUS Version 6.2. Seattle, WA. URL
    • Insightful Corp (2003). S-PLUS Version 6.2. Seattle, WA. URL http://www.insightful.com/.
  • 15
    • 21644475394 scopus 로고    scopus 로고
    • Invited Comment on "Spline Adaptation in Extended Linear Models" by Mark H. Hansen and Charles Kooperberg
    • Kass RE, Wallstrom G (2002). "Invited Comment on "Spline Adaptation in Extended Linear Models" by Mark H. Hansen and Charles Kooperberg." Statistical Science, 17, 24-29.
    • (2002) Statistical Science , vol.17 , pp. 24-29
    • Kass, R.E.1    Wallstrom, G.2
  • 16
    • 27944462549 scopus 로고
    • A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion
    • Kass RE, Wasserman LA (1995). "A Reference Bayesian Test for Nested Hypotheses and its Relationship to the Schwarz Criterion." Journal of the American Statistical Association, 90, 928-934.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 928-934
    • Kass, R.E.1    Wasserman, L.A.2
  • 17
    • 0001789822 scopus 로고
    • Covariance Structure of the Gibbs Sampler with Applications to the Comparisons of Estimators and Augmentation Schemes
    • Liu JS, Wong WH, Kong A (1994). "Covariance Structure of the Gibbs Sampler with Applications to the Comparisons of Estimators and Augmentation Schemes." Biometrika, 81, 27-40.
    • (1994) Biometrika , vol.81 , pp. 27-40
    • Liu, J.S.1    Wong, W.H.2    Kong, A.3
  • 18
    • 0002648792 scopus 로고    scopus 로고
    • The Schwarz Criterion and Related Methods for Normal Linear Models
    • Pauler DK (1998). "The Schwarz Criterion and Related Methods for Normal Linear Models." Biometrika, 85, 13-27.
    • (1998) Biometrika , vol.85 , pp. 13-27
    • Pauler, D.K.1
  • 20
    • 0031484203 scopus 로고    scopus 로고
    • The Use of Polynomial Splines and their Tensor Products in Extended Linear Modeling
    • Stone CJ, Hansen M, Kooperberg C, Truong YK (1997). "The Use of Polynomial Splines and their Tensor Products in Extended Linear Modeling." The Annals of Statistics, 25, 1371-1470.
    • (1997) The Annals of Statistics , vol.25 , pp. 1371-1470
    • Stone, C.J.1    Hansen, M.2    Kooperberg, C.3    Truong, Y.K.4
  • 22
    • 2942755691 scopus 로고    scopus 로고
    • Automatic Correction of Ocular Artifact in the EEG: A Comparison of Regression-Based and Component-Based Methods
    • Wallstrom GL, Kass RE, Miller A, Cohn JF, Fox NA (2004). "Automatic Correction of Ocular Artifact in the EEG: A Comparison of Regression-Based and Component-Based Methods." International Journal of Psychophysiology, 53, 105-119.
    • (2004) International Journal of Psychophysiology , vol.53 , pp. 105-119
    • Wallstrom, G.L.1    Kass, R.E.2    Miller, A.3    Cohn, J.F.4    Fox, N.A.5
  • 23
    • 15544376156 scopus 로고    scopus 로고
    • Integration of Association Statistics over Genomic Regions Using Bayesian Adaptive Regression Splines
    • Zhang X, Roeder K, Wallstrom G, Devlin B (2003). "Integration of Association Statistics over Genomic Regions Using Bayesian Adaptive Regression Splines." Human Genomics, 1, 20-29.
    • (2003) Human Genomics , vol.1 , pp. 20-29
    • Zhang, X.1    Roeder, K.2    Wallstrom, G.3    Devlin, B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.