Book Review
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MathSciNet review:
1567236
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Book Information:
Authors:
I. A. Ibragimov and
Yu. A. Rozanov
Title:
Gaussian random processes
Additional book information:
Applications of Math., volume 9, Springer-Verlag, New York-Heidelberg-Berlin, 1978, x + 276 pp., $24.80.
T. W. Anderson, An introduction to multivariate statistical analysis, Wiley Publications in Statistics, John Wiley & Sons, Inc., New York; Chapman & Hall, Ltd., London, 1958. MR 0091588
R. Askey and N. H. Bingham, Gaussian processes on compact symmetric spaces, Z. Wahrscheinlichkeitstheorie und Verw. Gebiete 37 (1976/77), no. 2, 127–143. MR 423000, DOI 10.1007/BF00536776
Albert Badrikian and Simone Chevet, Mesures cylindriques, espaces de Wiener et fonctions aléatoires Gaussiennes, Lecture Notes in Mathematics, Vol. 379, Springer-Verlag, Berlin-New York, 1974 (French). MR 0420760
Peter Baxendale, Gaussian measures on function spaces, Amer. J. Math. 98 (1976), no. 4, 891–952. MR 467809, DOI 10.2307/2374035
Ian F. Blake and William C. Lindsey, Level-crossing problems for random processes, IEEE Trans. Inform. Theory IT-19 (1973), 295–315. MR 370729, DOI 10.1109/tit.1973.1055016
Christer Borell, Gaussian Radon measures on locally convex spaces, Math. Scand. 38 (1976), no. 2, 265–284. MR 436303, DOI 10.7146/math.scand.a-11634
Herm Jan Brascamp and Elliott H. Lieb, On extensions of the Brunn-Minkowski and Prékopa-Leindler theorems, including inequalities for log concave functions, and with an application to the diffusion equation, J. Functional Analysis 22 (1976), no. 4, 366–389. MR 0450480, DOI 10.1016/0022-1236(76)90004-5
John T. Cannon, Continuous sample paths in quantum field theory, Comm. Math. Phys. 35 (1974), 215–233. MR 351338
René Carmona, Measurable norms and some Banach space valued Gaussian processes, Duke Math. J. 44 (1977), no. 1, 109–127. MR 426119
René Carmona, Potentials on abstract Wiener space, J. Functional Analysis 26 (1977), no. 3, 215–231. MR 0466480, DOI 10.1016/0022-1236(77)90025-8
Simone Chevet, Un résultat sur les mesures gaussiennes, C. R. Acad. Sci. Paris Sér. A-B 284 (1977), no. 8, A441–A444. MR 428413
B. S. Cirel′son, I. A. Ibragimov, and V. N. Sudakov, Norms of Gaussian sample functions, Proceedings of the Third Japan-USSR Symposium on Probability Theory (Tashkent, 1975) Lecture Notes in Math., Vol. 550, Springer, Berlin, 1976, pp. 20–41. MR 0458556
R. M. Dudley, Sample functions of the Gaussian process, Ann. Probability 1 (1973), no. 1, 66–103. MR 346884, DOI 10.1214/aop/1176997026
H. Dym and H. P. McKean, Gaussian processes, function theory, and the inverse spectral problem, Probability and Mathematical Statistics, Vol. 31, Academic Press [Harcourt Brace Jovanovich, Publishers], New York-London, 1976. MR 0448523
Constance M. Elson, An extension of Weyl’s lemma to infinite dimensions, Trans. Amer. Math. Soc. 194 (1974), 301–324. MR 343022, DOI 10.1090/S0002-9947-1974-0343022-0
Charles Fefferman, Max Jodeit Jr., and Michael D. Perlman, A spherical surface measure inequality for convex sets, Proc. Amer. Math. Soc. 33 (1972), 114–119. MR 293500, DOI 10.1090/S0002-9939-1972-0293500-1
J. Feldman, Correction to “Equivalence and perpendicularity of Gaussian processes”, Pacific J. Math. 9 (1959), 1295–1296. MR 108852
Jacob Feldman, Absolute continuity of stochastic processes, Lectures in Modern Analysis and Applications, III, Lecture Notes in Mathematics, Vol. 170, Springer, Berlin, 1970, pp. 71–86. MR 0272039
Xavier Fernique, Des résultats nouveaux sur les processus gaussiens, C. R. Acad. Sci. Paris Sér. A 278 (1974), 363–365 (French). MR 413237
X. Fernique, Regularité des trajectoires des fonctions aléatoires gaussiennes, École d’Été de Probabilités de Saint-Flour, IV-1974, Lecture Notes in Math., Vol. 480, Springer, Berlin, 1975, pp. 1–96 (French). MR 0413238
James Glimm, The mathematics of quantum fields, Advances in Math. 16 (1975), 221–232. MR 368657, DOI 10.1016/0001-8708(75)90152-8
Leonard Gross, Abstract Wiener spaces, Proc. Fifth Berkeley Sympos. Math. Statist. and Probability (Berkeley, Calif., 1965/66) Univ. California Press, Berkeley, Calif., 1967, pp. 31–42. MR 0212152
Leonard Gross, Potential theory on Hilbert space, J. Functional Analysis 1 (1967), 123–181. MR 0227747, DOI 10.1016/0022-1236(67)90030-4
Leonard Gross, Abstract Wiener measure and infinite dimensional potential theory, Lectures in Modern Analysis and Applications, II, Lecture Notes in Mathematics, Vol. 140, Springer, Berlin, 1970, pp. 84–116. MR 0265548
Leonard Gross, Logarithmic Sobolev inequalities, Amer. J. Math. 97 (1975), no. 4, 1061–1083. MR 420249, DOI 10.2307/2373688
Alain Guichardet, Symmetric Hilbert spaces and related topics, Lecture Notes in Mathematics, Vol. 261, Springer-Verlag, Berlin-New York, 1972. Infinitely divisible positive definite functions. Continuous products and tensor products. Gaussian and Poissonian stochastic processes. MR 0493402
Sam Gutmann, Correlations of functions of normal variables, J. Multivariate Anal. 8 (1978), no. 4, 573–578. MR 520965, DOI 10.1016/0047-259X(78)90035-0
Jaroslav Hájek, A property of $J$-divergences of marginal probability distributions, Czechoslovak Math. J. 8(83) (1958), 460–463 (English, with Russian summary). MR 99712
Yaroslav Gaek, On a property of normal distribution of any stochastic process, Czechoslovak Math. J. 8(83) (1958), 610–618 (Russian, with English summary). MR 104290
Takeyuki Hida, Stationary stochastic processes, Mathematical Notes, Princeton University Press, Princeton, N.J.; University of Tokyo Press, Tokyo, 1970. MR 0258106
Takeyuki Hida, Analysis of Brownian functionals, Carleton Mathematical Lecture Notes, No. 13, Carleton University, Ottawa, Ont., 1975. MR 0451429
Takeyuki Hida, Generalized multiple Wiener integrals, Proc. Japan Acad. Ser. A Math. Sci. 54 (1978), no. 3, 55–58. MR 494538
33. N. Jain, Notes on Gaussian processes, Univ. Minnesota School of Math., 1973, iii + 110 pp.
34. N. L. Johnson and S. Kotz, Distributions in statistics: vol. 4, Continuous multivariate distributions, Wiley, New York, 1972.
Thomas Kailath, A view of three decades of linear filtering theory, IEEE Trans. Inform. Theory IT-20 (1974), 146–181. MR 465437, DOI 10.1109/tit.1974.1055174
Shizuo Kakutani, Determination of the spectrum of the flow of Brownian motion, Proc. Nat. Acad. Sci. U.S.A. 36 (1950), 319–323. MR 35924, DOI 10.1073/pnas.36.5.319
D. Kölzow, A survey of abstract Wiener spaces, Stochastic processes and related topics (Proc. Summer Res. Inst. Statist. Inference for Stochastic Processes, Indiana Univ., Bloomington, Ind., 1974, Vol. 1; dedicated to Jerzy Neyman), Academic Press, New York, 1975, pp. 293–315. MR 0378071
Hui Hsiung Kuo, Gaussian measures in Banach spaces, Lecture Notes in Mathematics, Vol. 463, Springer-Verlag, Berlin-New York, 1975. MR 0461643
Ju. V. Linnik, A certain application of algebraic number theory to mathematical statistics, Trudy Mat. Inst. Steklov. 112 (1971), 22–29, 386 (Russian). Collection of articles dedicated to Academician Ivan Matveevič Vinogradov on his eightieth birthday, I. MR 0331586
Paul Malliavin, Un principe de transfert et son application au calcul des variations, C. R. Acad. Sci. Paris Sér. A-B 284 (1977), no. 3, A187–A189 (French, with English summary). MR 446048
41. M. Marcus, Sample paths of Gaussian processes, Northwestern Univ., Dept. of Math., Lecture Note Series, no. 1, 1977.
H. P. McKean, Geometry of differential space, Ann. Probability 1 (1973), 197–206. MR 353471, DOI 10.1214/aop/1176996973
Kenneth S. Miller, Multidimensional Gaussian distributions, The SIAM Series in Applied Mathematics, John Wiley & Sons, Inc., New York-London-Sydney, 1964. MR 0171333
Edward Nelson, Construction of quantum fields from Markoff fields, J. Functional Analysis 12 (1973), 97–112. MR 0343815, DOI 10.1016/0022-1236(73)90091-8
Edward Nelson, The free Markoff field, J. Functional Analysis 12 (1973), 211–227. MR 0343816, DOI 10.1016/0022-1236(73)90025-6
Jacques Neveu, Processus aléatoires gaussiens, Séminaire de Mathématiques Supérieures, No. 34 (Été, vol. 1968, Les Presses de l’Université de Montréal, Montreal, Que., 1968 (French). MR 0272042
M. Ann Piech, Smooth functions on Banach spaces, J. Math. Anal. Appl. 57 (1977), no. 1, 56–67. MR 458465, DOI 10.1016/0022-247X(77)90284-0
Ju. K. Beljaev (ed.), Sluchaĭ nye protsessy. Vyborochnye funtskii i peresecheniya, Matematika: Novoe v Zarubezhnoĭ Nauke [Mathematics: Recent Publications in Foreign Science], vol. 10, “Mir”, Moscow, 1978 (Russian). Translations by V. I. Piterbarg. MR 575867
Loren D. Pitt, A Gaussian correlation inequality for symmetric convex sets, Ann. Probability 5 (1977), no. 3, 470–474. MR 448705, DOI 10.1214/aop/1176995808
M. Reed and L. Rosen, Support properties of the free measure for Boson fields, Comm. Math. Phys. 36 (1974), 123–132. MR 351340
I. E. Segal, Tensor algebras over Hilbert spaces. I, Trans. Amer. Math. Soc. 81 (1956), 106–134. MR 76317, DOI 10.1090/S0002-9947-1956-0076317-8
I. E. Segal, Distributions in Hilbert space and canonical systems of operators, Trans. Amer. Math. Soc. 88 (1958), 12–41. MR 102759, DOI 10.1090/S0002-9947-1958-0102759-X
L. A. Shepp, Radon-Nikodým derivatives of Gaussian measures, Ann. Math. Statist. 37 (1966), 321–354. MR 190999, DOI 10.1214/aoms/1177699516
David Slepian, The one-sided barrier problem for Gaussian noise, Bell System Tech. J. 41 (1962), 463–501. MR 133183, DOI 10.1002/j.1538-7305.1962.tb02419.x
V. N. Sudakov, Geometric problems in the theory of infinite-dimensional probability distributions, Proc. Steklov Inst. Math. 2 (1979), i–v, 1–178. Cover to cover translation of Trudy Mat. Inst. Steklov 141 (1976). MR 530375
Norbert Wiener, The Homogeneous Chaos, Amer. J. Math. 60 (1938), no. 4, 897–936. MR 1507356, DOI 10.2307/2371268
Eugene Wong, Recent progress in stochastic processes—a survey, IEEE Trans. Inform. Theory IT-19 (1973), 262–275; correction, ibid. IT-19 (1973), 826. MR 371460, DOI 10.1109/tit.1973.1055102
- 1.
- T. W. Anderson, An introduction to multivariate statistical analysis, Wiley, New York, 1958. MR 0091588
- 2.
- R. Askey and N. H. Bingham, Gaussian processes on compact symmetric spaces, Z. Wahrscheinlichkeitstheorie und verw. Gebiete 37 (1977), 127-143. MR 423000
- 3.
- A. Badrikian and S. Chevet, Mesures cylindriques, espaces de Wiener et fonctions aléatoires gaussiennes, Lecture Notes in Math., vol. 379, Springer-Verlag, Berlin and New York, 1974, x + 383 pp. MR 420760
- 4.
- P. Baxendale, Gaussian measures on function spaces, Amer. J. Math. 98 (1976), 891-952. MR 467809
- 5.
- 1. F. Blake and W. C. Lindsey, Level-crossing problems for random processes, IEEE Trans. Information Theory IT19 (1973), 295-315. MR 370729
- 6.
- C. Borell, Gaussian Radon measures on locally convex spaces, Math. Scand. 38 (1976), 265-284. MR 436303
- 7.
- H. J. Brascamp and E. Lieb, On extensions of the Brunn-Minkowski and Prekopa-Leindler theorems, including inequalities for log concave functions, and with an application to the diffusion equation, J. Functional Analysis 22 (1976), 366-389. MR 450480
- 8.
- J. T. Cannon, Continuous sample paths in quantum field theory, Comm. Math. Phys. 35 (1974), 215-233. MR 351338
- 9.
- R. Carmona, Measurable norms and some Banach space valued Gaussian processes, Duke Math. J. 44 (1977), 109-127. MR 426119
- 10.
- R. Carmona, Potentials on abstract Wiener spaces, J. Functional Analysis 26 (1977), 215-231. MR 466480
- 11.
- S. Chevet, Un resultat sur les mesures gaussiennes, C. R. Acad. Sci. Paris, Sér. A 284 (1977), A441-444. MR 428413
- 12.
- B. S. Cirel'son, I. A. Ibragimov and V. N. Sudakov, Norms of Gaussian sample functions, Proc. Third Japan-USSR Sympos. Probability Theory (Tashkent, 1975), Lecture Notes in Math., vol. 550, Springer-Verlag, Berlin and New York, 1976, pp. 20-41. MR 458556
- 13.
- R. M. Dudley, Sample functions of the Gaussian process, Ann. Probability 1 (1973), 66-103. MR 346884
- 14.
- H. Dym and H. P. McKean, Jr., Gaussian processes, function theory, and the inverse spectral problem, Academic Press, New York, 1976, xi + 335 pp. MR 448523
- 15.
- C. M. Elson, An extension of Weyl's lemma to infinite dimensions, Trans. Amer. Math. Soc. 194 (1974), 301-324. MR 343022
- 16.
- C. Fefferman, M. Jodeit, Jr. and M. D. Perlman, A spherical surface measure inequality for convex sets, Proc. Amer. Math. Soc. 33 (1972), 114-119. MR 293500
- 17.
- J. Feldman, Equivalence and perpendicularity of Gaussian processes, Pacific J. Math. 8 (1959), 699-708; Correction, ibid. 9 (1960), 1295-1296. MR 108852
- 18.
- J. Feldman, Absolute continuity of stochastic processes, Lectures in Modern Analysis and Applications III, Lecture Notes in Math., vol. 170, Springer-Verlag, Berlin and New York, 1970, pp. 71-86. MR 272039
- 19.
- X. Fernique, Des resultats nouveaux sur les processus gaussiens, C. R. Acad. Sci. Paris, Sér. A 278 (1974), A363-A365. MR 413237
- 20.
- X. Fernique, Régularité des trajectoires des fonctions aléatoires gaussiennes, École d'Été de Probabilités de Saint-Flour IV-1974, Lecture Notes in Math., vol. 480, Springer-Verlag, Berlin and New York, 1975, pp. 1-96. MR 413238
- 21.
- J. G. Glimm, The mathematics of quantum fields, Advances in Math. 16 (1975), 221-232. MR 368657
- 22.
- L. Gross, Abstract Wiener spaces, Proc. Fifth Berkeley Sympos. Math. Statistics and Probability (1965), vol. 2, part 1, Univ. Calif. Press, Berkeley and Los Angeles, 1967, pp. 31-40. MR 212152
- 23.
- L. Gross, Potential theory on Hilbert spaces, J. Functional Analysis 1 (1967), 123-182. MR 227747
- 24.
- L. Gross, Abstract Wiener measure and infinite dimensional potential theory, Lectures in Modern Analysis and Applications II, Lecture Notes in Math., vol. 140, Springer-Verlag, Berlin and New York, 1970, pp. 84-116. MR 265548
- 25.
- L. Gross, Logarithmic Sobolev inequalities, Amer. J. Math. 97 (1976), 1061-1083. MR 420249
- 26.
- A. Guichardet, Symmetric Hilbert spaces and related topics: infinitely divisible positive definite functions, continuous products and tensor products, Gaussian and Poissonian stochastic processes, Lecture Notes in Math., vol. 261, Springer-Verlag, Berlin and New York, 1972. MR 493402
- 27.
- S. Gutmann, Correlations of functions of normal variables, J. Multivariate Analysis 8 (1978), 573-578. MR 520965
- 28.
- J. Hájek, A property of J-divergences of marginal probability distributions, Czechoslovak Math. J. 8 (83) (1958), 460-463. MR 99712
- 29.
- J. Hájek, On a property of normal distribution of any stochastic process, Czechoslovak Math. J. 8 (83) (1958), 610-618 = Selected Translations in Mathematical Statistics and Probability, no. 1, Amer. Math. Soc., Providence, R. I., (1961), 245-252. MR 104290
- 30.
- T. Hida, Stationary stochastic processes, Princeton Univ. Press and Univ. Tokyo, Princeton, 1970, iv + 161 pp. MR 258106
- 31.
- T. Hida, Analysis of Brownian functionals, Carleton Univ. Math. Lecture Notes, no. 13, Carleton Univ., Ottawa, 1976, iv + 61 pp. MR 451429
- 32.
- T. Hida, Generalized multiple Wiener integral, Proc. Japan Acad. A 54 (3) (1978), 55-58. MR 494538
- 33.
- N. Jain, Notes on Gaussian processes, Univ. Minnesota School of Math., 1973, iii + 110 pp.
- 34.
- N. L. Johnson and S. Kotz, Distributions in statistics: vol. 4, Continuous multivariate distributions, Wiley, New York, 1972.
- 35.
- T. Kailath, A view of three decades of linear filtering theory, IEEE Trans. Information Theory IT20 (1974), 146-181. MR 465437
- 36.
- S. Kakutani, Determination of the spectrum of the flow of Brownian motion, Proc. Nat. Acad. Sci. U.S.A. 36 (1950), 219-323. MR 35924
- 37.
- D. Kölzöw, A survey of abstract Wiener spaces, Stochastic Processes and Related Topics, Proc. Summer Research Inst, on Statist. Inference for Stochastic Processes, Indiana Univ., 1974, vol. 1, Academic Press, New York, 1975, pp. 293-315. MR 378071
- 38.
- Hui-Hsiung Kuo, Gaussian measures in Banach spaces, Lecture Notes in Math., vol. 463, Springer-Verlag, Berlin and New York, 1975. MR 461643
- 39.
- Yu. V. Linnik, A certain application of algebraic number theory to mathematical statistics, Trudy Mat. Inst. Steklov 112 (1971), 22-29, 386. (Russian) MR 331586
- 40.
- P. Malliavin, Hypoellipticité avec dégénérescence et analyse stochastique en dimension infinie, C. R. Acad. Sci. Paris, Sér. A 284 (1977), A1455-1456. MR 460863
- 41.
- M. Marcus, Sample paths of Gaussian processes, Northwestern Univ., Dept. of Math., Lecture Note Series, no. 1, 1977.
- 42.
- H. P. McKean, Geometry of differential space, Ann. Probability 1 (1973), 197-206. MR 353471
- 43.
- K. S. Miller, Multidimensional Gaussian distributions, Wiley, New York, 1964. MR 171333
- 44.
- E. Nelson, Construction of quantum fields from Markoff fields, J. Functional Analysis 12 (1973), 97-112. MR 343815
- 45.
- E. Nelson, The free Markoff field, J. Functional Analysis 12 (1973), 211-227. MR 343816
- 46.
- J. Neveu, Processus aléatoires gaussiens, Les Presses de l'Université de Montréal, 1968. MR 272042
- 47.
- M. A. Piech, Smooth functions on Banach spaces, J. Math. Anal. Appl. 57 (1977), 56-67. MR 458465
- 48.
- V. I. Piterbarg, Some directions in the investigation of properties of trajectories of Gaussian random functions: Supplement-survey, Stochastic Processes: Sample Functions and Intersections, Matematika: novoe v zarubezhnoĭ nauke, vol. 10, Mir, Moscow, 1978, pp. 258-280. (Russian) MR 575867
- 49.
- L. D. Pitt, A Gaussian correlation inequality for symmetric convex sets, Ann. Probability 5 (1977), 470-474. MR 448705
- 50.
- M. Reed and L. Rosen, Support properties of the free measure for Boson fields, Comm. Math. Phys. 26 (1974), 123-132. MR 351340
- 51.
- I. E. Segal, Tensor algebras over Hilbert spaces, Trans. Amer. Math. Soc. 81 (1956), 106-134. MR 76317
- 52.
- I. E. Segal, Distributions in Hilbert space and canonical systems of operators, Trans. Amer. Math. Soc. 88 (1958), 12-41. MR 102759
- 53.
- L. A. Shepp, Radon-Nikodym derivatives of Gaussian measures, Ann. Math. Statist. 37 (1966), 321-354; correction, Ann. Probability 5 (1977), 315-317. MR 190999
- 54.
- D. Slepian, The one-sided barrier problem for Gaussian noise, Bell System Tech. J. 41 (1962), 463-501. MR 133183
- 55.
- V. N. Sudakov, Geometrical problems in the theory of infinite-dimensional probability distributions, Trudy Mat. Inst. Steklov. 141 (1976), Nauka, Leningrad (Russian); English transl., Proc. Steklov Inst. Math. (1979). MR 530375
- 56.
- N. Wiener, The homogeneous chaos, Amer. J. Math. 60 (1939), 897-936. MR 1507356
- 57.
- E. Wong, Recent progress in stochastic processes: a survey, IEEE Trans. Information Theory 1T19 (1973), 262-275. MR 371460
Review Information:
Reviewer:
R. M. Dudley
Journal:
Bull. Amer. Math. Soc.
2 (1980), 373-378
DOI:
https://doi.org/10.1090/S0273-0979-1980-14768-0