메뉴 건너뛰기




Volumn 554, Issue 3, 1999, Pages 719-730

Geometric statistical inference

Author keywords

Bayesian statistics; Reparametrization invariance; Statistical inference

Indexed keywords


EID: 0033575644     PISSN: 05503213     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0550-3213(99)00278-3     Document Type: Article
Times cited : (10)

References (22)
  • 1
    • 0003893658 scopus 로고
    • MIT Press, Cambridge
    • J. Earman, Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory (MIT Press, Cambridge, 1992); From a physics perspective, the inference problem has been discussed by V. Balasubramanian, Statistical Inference, Occam's Razor and Statistical Mechanics on the Space of Probability Distributions, Neural Computation (in press), cond-mat/9601030; K.M. Hanson, R.N. Silver, Eds., Occam's razor for parametric families and prior on the space of probability distributions, in Maximum Entropy and Bayesian Methods, (Kluwer Academic, Amsterdam, 1996); A geometric formulation of Occam's razor for inference of parametric distributions", adap-org/9601001, and references therein; J. Gaite and D. O'Connor, Phys. Rev. D 54 (1996) 5163.
    • (1992) Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory
    • Earman, J.1
  • 2
    • 85034160874 scopus 로고    scopus 로고
    • Statistical Inference
    • Occam's Razor and Statistical Mechanics on the Space of Probability Distributions, (in press), cond-mat/9601030
    • J. Earman, Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory (MIT Press, Cambridge, 1992); From a physics perspective, the inference problem has been discussed by V. Balasubramanian, Statistical Inference, Occam's Razor and Statistical Mechanics on the Space of Probability Distributions, Neural Computation (in press), cond-mat/9601030; K.M. Hanson, R.N. Silver, Eds., Occam's razor for parametric families and prior on the space of probability distributions, in Maximum Entropy and Bayesian Methods, (Kluwer Academic, Amsterdam, 1996); A geometric formulation of Occam's razor for inference of parametric distributions", adap-org/9601001, and references therein; J. Gaite and D. O'Connor, Phys. Rev. D 54 (1996) 5163.
    • Neural Computation
    • Balasubramanian, V.1
  • 3
    • 0009161282 scopus 로고    scopus 로고
    • Occam's razor for parametric families and prior on the space of probability distributions
    • Kluwer Academic, Amsterdam
    • J. Earman, Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory (MIT Press, Cambridge, 1992); From a physics perspective, the inference problem has been discussed by V. Balasubramanian, Statistical Inference, Occam's Razor and Statistical Mechanics on the Space of Probability Distributions, Neural Computation (in press), cond-mat/9601030; K.M. Hanson, R.N. Silver, Eds., Occam's razor for parametric families and prior on the space of probability distributions, in Maximum Entropy and Bayesian Methods, (Kluwer Academic, Amsterdam, 1996); A geometric formulation of Occam's razor for inference of parametric distributions", adap-org/9601001, and references therein; J. Gaite and D. O'Connor, Phys. Rev. D 54 (1996) 5163.
    • (1996) Maximum Entropy and Bayesian Methods
    • Hanson, K.M.1    Silver, R.N.2
  • 4
    • 85034164150 scopus 로고    scopus 로고
    • A geometric formulation of Occam's razor for inference of parametric distributions", adap-org/9601001, and references therein
    • J. Earman, Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory (MIT Press, Cambridge, 1992); From a physics perspective, the inference problem has been discussed by V. Balasubramanian, Statistical Inference, Occam's Razor and Statistical Mechanics on the Space of Probability Distributions, Neural Computation (in press), cond-mat/9601030; K.M. Hanson, R.N. Silver, Eds., Occam's razor for parametric families and prior on the space of probability distributions, in Maximum Entropy and Bayesian Methods, (Kluwer Academic, Amsterdam, 1996); A geometric formulation of Occam's razor for inference of parametric distributions", adap-org/9601001, and references therein; J. Gaite and D. O'Connor, Phys. Rev. D 54 (1996) 5163.
  • 5
    • 0001524937 scopus 로고    scopus 로고
    • J. Earman, Bayes or Bust?: A Critical Examination of Bayesian Confirmation Theory (MIT Press, Cambridge, 1992); From a physics perspective, the inference problem has been discussed by V. Balasubramanian, Statistical Inference, Occam's Razor and Statistical Mechanics on the Space of Probability Distributions, Neural Computation (in press), cond-mat/9601030; K.M. Hanson, R.N. Silver, Eds., Occam's razor for parametric families and prior on the space of probability distributions, in Maximum Entropy and Bayesian Methods, (Kluwer Academic, Amsterdam, 1996); A geometric formulation of Occam's razor for inference of parametric distributions", adap-org/9601001, and references therein; J. Gaite and D. O'Connor, Phys. Rev. D 54 (1996) 5163.
    • (1996) Phys. Rev. D , vol.54 , pp. 5163
    • Gaite, J.1    O'Connor, D.2
  • 7
    • 11944275006 scopus 로고    scopus 로고
    • G. Sterman et al., Rev. Mod. Phys. 67 (1995) 157; W.T. Giele and S. Keller, Implications of Hadron Collider Observables on Parton Distribution Function Uncertainties, hep-ph/9803393.
    • (1995) Rev. Mod. Phys. , vol.67 , pp. 157
    • Sterman, G.1
  • 11
    • 0004087635 scopus 로고
    • World Scientific, Singapore
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1989) Stochastic Complexity in Statistical Inquiry
    • Rissanen, J.1
  • 12
    • 0010869840 scopus 로고
    • Institute for Math. Statistics Lecture Note-Monograph Series
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1987) Differential Geometry in Statistical Inference , vol.10
    • Amari, S.I.1    Barndorff-Nielsen, O.E.2    Kass, R.E.3    Lauritzen, S.L.4    Rao, C.R.5
  • 13
    • 0003658081 scopus 로고
    • Springer-Verlag
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1985) Differential Geometrical Methods in Statistics
    • Amari, S.I.1
  • 14
    • 0004257137 scopus 로고
    • Oxford Univ. Press
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1989) Bayesian Statistics: An Introduction
    • Lee, P.M.1
  • 15
    • 0004085467 scopus 로고
    • Springer-Verlag
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1994) The Bayesian Choice
    • Robert, C.P.1
  • 16
    • 0000169957 scopus 로고
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1964) Ann. Math. Statist. , vol.35 , pp. 846
    • Fabius, J.1
  • 17
    • 0001120413 scopus 로고
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1973) Ann. Statist. , vol.1 , pp. 209
    • Ferguson, T.S.1
  • 18
    • 0000780135 scopus 로고
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1974) Ann. Statist. , vol.2 , pp. 615
  • 19
    • 84950937290 scopus 로고
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1995) J. Am. Stat. Assoc. , vol.90 , pp. 577
    • Escobar, M.D.1    West, M.2
  • 20
    • 0000525359 scopus 로고
    • J. Rissanen, Stochastic Complexity in Statistical Inquiry, (World Scientific, Singapore, 1989); S.I. Amari, O.E. Barndorff-Nielsen, R.E. Kass, S.L. Lauritzen, C.R. Rao, Differential Geometry in Statistical Inference, vol. 10, Institute for Math. Statistics Lecture Note-Monograph Series (1987); S.I. Amari, Differential Geometrical Methods in Statistics, (Springer-Verlag, 1985); P.M. Lee, Bayesian Statistics: An Introduction, (Oxford Univ. Press, 1989); C.P. Robert, The Bayesian Choice, (Springer-Verlag, 1994); J. Fabius, Ann. Math. Statist. 35 (1964) 846; T.S. Ferguson, Ann. Statist. 1 (1973) 209 2 (1974) 615; M.D. Escobar, M. West, J. Am. Stat. Assoc. 90 (1995) 577; B.G. Lindsay, Ann. Statist. 11 (1983) 86.
    • (1983) Ann. Statist. , vol.11 , pp. 86
    • Lindsay, B.G.1
  • 21
    • 0003737404 scopus 로고    scopus 로고
    • Practical non-parametric and semiparametric bayesian statistics
    • Springer, New York
    • D. Dey, P. Müller and D. Sinha, Eds., Practical non-parametric and semiparametric bayesian statistics, Lect. Notes in Statistics 133 (Springer, New York, 1998).
    • (1998) Lect. Notes in Statistics , vol.133
    • Dey, D.1    Müller, P.2    Sinha, D.3
  • 22
    • 0004152194 scopus 로고
    • Ch. 7 Cambridge Univ. Press, Cambridge
    • S. Coleman, Aspects of Symmetry, Ch. 7 (Cambridge Univ. Press, Cambridge, 1975).
    • (1975) Aspects of Symmetry
    • Coleman, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.