Journal articles on the topic 'Infinite-Dimensional statistics'
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Kleijn, B. J. K., and A. W. van der Vaart. "Misspecification in infinite-dimensional Bayesian statistics." Annals of Statistics 34, no. 2 (April 2006): 837–77. http://dx.doi.org/10.1214/009053606000000029.
Cuchiero, Christa, and Sara Svaluto-Ferro. "Infinite-dimensional polynomial processes." Finance and Stochastics 25, no. 2 (March 4, 2021): 383–426. http://dx.doi.org/10.1007/s00780-021-00450-x.
Song, Yanglei, Xiaohui Chen, and Kengo Kato. "Approximating high-dimensional infinite-order $U$-statistics: Statistical and computational guarantees." Electronic Journal of Statistics 13, no. 2 (2019): 4794–848. http://dx.doi.org/10.1214/19-ejs1643.
Palev, Tchavdar D. "Lie superalgebras, infinite-dimensional algebras and quantum statistics." Reports on Mathematical Physics 31, no. 3 (June 1992): 241–62. http://dx.doi.org/10.1016/0034-4877(92)90017-u.
Bojdecki, Tomasz, and Luis G. Gorostiza. "Inhomogenous infinite dimensional langevin equations." Stochastic Analysis and Applications 6, no. 1 (January 1988): 1–9. http://dx.doi.org/10.1080/07362998808809133.
Dalecky, Yu L., and V. R. Steblovskaya. "On infinite-dimensional variational problems." Stochastic Analysis and Applications 14, no. 1 (January 1996): 47–71. http://dx.doi.org/10.1080/07362999608809425.
Nishikawa, Naoki, Taiji Suzuki, Atsushi Nitanda, and Denny Wu. "Two-layer neural network on infinite-dimensional data: global optimization guarantee in the mean-field regime *." Journal of Statistical Mechanics: Theory and Experiment 2023, no. 11 (November 1, 2023): 114007. http://dx.doi.org/10.1088/1742-5468/ad01b2.
Schmuland, Byron. "Dirichlet forms: Some infinite-dimensional examples." Canadian Journal of Statistics 27, no. 4 (December 1999): 683–700. http://dx.doi.org/10.2307/3316125.
Vaart, A. W. "Efficiency. of infinite dimensional M- estimators." Statistica Neerlandica 49, no. 1 (March 1995): 9–30. http://dx.doi.org/10.1111/j.1467-9574.1995.tb01452.x.
Heintze, Ernst, and Xiaobo Liu. "Homogeneity of Infinite Dimensional Isoparametric Submanifolds." Annals of Mathematics 149, no. 1 (January 1999): 149. http://dx.doi.org/10.2307/121022.
Aneiros, Germán, and Philippe Vieu. "Variable selection in infinite-dimensional problems." Statistics & Probability Letters 94 (November 2014): 12–20. http://dx.doi.org/10.1016/j.spl.2014.06.025.
Schmidt, Thorsten, Stefan Tappe, and Weijun Yu. "Infinite dimensional affine processes." Stochastic Processes and their Applications 130, no. 12 (December 2020): 7131–69. http://dx.doi.org/10.1016/j.spa.2020.07.009.
Bobkov, Sergey G., and James Melbourne. "Hyperbolic measures on infinite dimensional spaces." Probability Surveys 13 (2016): 57–88. http://dx.doi.org/10.1214/14-ps238.
Millet, Annie, David Nualart, and Marta Sanz. "Time reversal for infinite-dimensional diffusions." Probability Theory and Related Fields 82, no. 3 (August 1989): 315–47. http://dx.doi.org/10.1007/bf00339991.
Seidler, Jan. "Weak convergence of infinite-dimensional diffusions1." Stochastic Analysis and Applications 15, no. 3 (January 1997): 399–417. http://dx.doi.org/10.1080/07362999708809484.
AB, Gopinath Kallianpur, and Jie Xiong. "Stochastic Differential Equations in Infinite Dimensional Spaces." Journal of the American Statistical Association 92, no. 438 (June 1997): 799. http://dx.doi.org/10.2307/2965750.
Osipov, L. V., and V. I. Rotar’. "On an Infinite-Dimensional Central Limit Theorem." Theory of Probability & Its Applications 29, no. 2 (January 1985): 375–83. http://dx.doi.org/10.1137/1129048.
Chakraborty, Anirvan, and Probal Chaudhuri. "On data depth in infinite dimensional spaces." Annals of the Institute of Statistical Mathematics 66, no. 2 (July 3, 2013): 303–24. http://dx.doi.org/10.1007/s10463-013-0416-y.
Račkauskas, Alfredas, and Charles Suquet. "Testing Epidemic Changes of Infinite Dimensional Parameters." Statistical Inference for Stochastic Processes 9, no. 2 (July 2006): 111–34. http://dx.doi.org/10.1007/s11203-005-0728-5.
Tappe, Stefan, and Stefan Weber. "Stochastic mortality models: an infinite-dimensional approach." Finance and Stochastics 18, no. 1 (December 10, 2013): 209–48. http://dx.doi.org/10.1007/s00780-013-0219-2.
Hasegawa, Yoshihei. "Brownian motions on infinite dimensional quadric hypersurfaces." Probability Theory and Related Fields 80, no. 3 (September 1989): 347–64. http://dx.doi.org/10.1007/bf01794428.
Léandre, R. "Lebesgue measure in infinite dimension as an infinite-dimensional distribution." Journal of Mathematical Sciences 159, no. 6 (June 2009): 833–36. http://dx.doi.org/10.1007/s10958-009-9475-2.
Simão, Isabel. "Regular transition densities for infinite dimensional diffusions." Stochastic Analysis and Applications 11, no. 3 (January 1993): 309–36. http://dx.doi.org/10.1080/07362999308809319.
Tsoi, Allanus H. "Time reversal of infinite-dimensional point processes." Journal of Theoretical Probability 6, no. 3 (July 1993): 451–61. http://dx.doi.org/10.1007/bf01066711.
Goia, Aldo, and Philippe Vieu. "An introduction to recent advances in high/infinite dimensional statistics." Journal of Multivariate Analysis 146 (April 2016): 1–6. http://dx.doi.org/10.1016/j.jmva.2015.12.001.
Ouknine, Youssef, and Mohamed Erraoui. "Noncanonical representation with an infinite-dimensional orthogonal complement." Statistics & Probability Letters 78, no. 10 (August 2008): 1200–1205. http://dx.doi.org/10.1016/j.spl.2007.11.015.
Hall, W. J., and Wei-Min Huang. "Large deviations and estimation in infinite-dimensional models." Statistics & Probability Letters 6, no. 6 (May 1988): 433–39. http://dx.doi.org/10.1016/0167-7152(88)90104-6.
Aihara, ShinIchi, and Arunabha Bagchi. "Infinite dimensional parameter identification for stochastic parabolic systems." Statistics & Probability Letters 8, no. 3 (August 1989): 279–87. http://dx.doi.org/10.1016/0167-7152(89)90134-x.
Budhiraja, Amarjit, Paul Dupuis, and Vasileios Maroulas. "Large deviations for infinite dimensional stochastic dynamical systems." Annals of Probability 36, no. 4 (July 2008): 1390–420. http://dx.doi.org/10.1214/07-aop362.
Torres, A., M. P. Frías, and M. D. Ruiz-Medina. "Log-Gaussian Cox processes in infinite-dimensional spaces." Theory of Probability and Mathematical Statistics 95 (February 28, 2018): 173–93. http://dx.doi.org/10.1090/tpms/1028.
Carone, Marco, Alexander R. Luedtke, and Mark J. van der Laan. "Toward Computerized Efficient Estimation in Infinite-Dimensional Models." Journal of the American Statistical Association 114, no. 527 (September 13, 2018): 1174–90. http://dx.doi.org/10.1080/01621459.2018.1482752.
Zagorodnyuk, A. V. "TheNulstellensatz on infinite-dimensional complex spaces." Journal of Mathematical Sciences 96, no. 2 (August 1999): 2951–56. http://dx.doi.org/10.1007/bf02169686.
Horbacz, Katarzyna. "Random dynamical systems with jumps." Journal of Applied Probability 41, no. 3 (September 2004): 890–910. http://dx.doi.org/10.1239/jap/1091543432.
Horbacz, Katarzyna. "Random dynamical systems with jumps." Journal of Applied Probability 41, no. 03 (September 2004): 890–910. http://dx.doi.org/10.1017/s0021900200020611.
Antoniadis, Anestis, and Rene Carmona. "Eigenfunction expansions for infinite dimensional Ornstein-Uhlenbeck processes." Probability Theory and Related Fields 74, no. 1 (March 1987): 31–54. http://dx.doi.org/10.1007/bf01845638.
Kesten, Harry. "The incipient infinite cluster in two-dimensional percolation." Probability Theory and Related Fields 73, no. 3 (1986): 369–94. http://dx.doi.org/10.1007/bf00776239.
Wenner, B. R. "Invariance of infinite-dimensional classes of spaces." Journal of the Australian Mathematical Society. Series A. Pure Mathematics and Statistics 38, no. 1 (February 1985): 76–83. http://dx.doi.org/10.1017/s1446788700022618.
Dobson, Paul, and Joris Bierkens. "Infinite dimensional Piecewise Deterministic Markov Processes." Stochastic Processes and their Applications 165 (November 2023): 337–96. http://dx.doi.org/10.1016/j.spa.2023.08.010.
Chow, Pao-Liu. "Infinite-dimensional Kolmogorov equations in gauss-sobolev spaces." Stochastic Analysis and Applications 14, no. 3 (January 1996): 257–82. http://dx.doi.org/10.1080/07362999608809439.
Benth, Fred Espen, Giulia Di Nunno, and Iben Cathrine Simonsen. "Sensitivity analysis in the infinite dimensional Heston model." Infinite Dimensional Analysis, Quantum Probability and Related Topics 24, no. 02 (June 2021): 2150014. http://dx.doi.org/10.1142/s0219025721500144.
Grigorescu, I. "An infinite dimensional central limit theorem for correlated martingales." Annales de l'Institut Henri Poincare (B) Probability and Statistics 40, no. 2 (April 2004): 167–96. http://dx.doi.org/10.1016/s0246-0203(03)00045-1.
Wong, Wing Hung, and Thomas A. Severini. "On Maximum Likelihood Estimation in Infinite Dimensional Parameter Spaces." Annals of Statistics 19, no. 2 (June 1991): 603–32. http://dx.doi.org/10.1214/aos/1176348113.
GRIGORESCU, I. "An infinite dimensional central limit theorem for correlated martingales." Annales de l?Institut Henri Poincare (B) Probability and Statistics 40, no. 2 (April 2004): 167–96. http://dx.doi.org/10.1016/j.anihpb.2003.03.001.
BENDIKOV, A., and L. SALOFF-COSTE. "CENTRAL GAUSSIAN CONVOLUTION SEMIGROUPS ON COMPACT GROUPS: A SURVEY." Infinite Dimensional Analysis, Quantum Probability and Related Topics 06, no. 04 (December 2003): 629–59. http://dx.doi.org/10.1142/s0219025703001456.
Assing, Sigurd. "Infinite-dimensional Langevin equations: uniqueness and rate of convergence for finite-dimensional approximations." Probability Theory and Related Fields 120, no. 2 (June 2001): 143–67. http://dx.doi.org/10.1007/pl00008778.
Feng, Shui, Laurent Miclo, and Feng-Yu Wang. "Poincaré Inequality for Dirichlet Distributions and Infinite-Dimensional Generalizations." Latin American Journal of Probability and Mathematical Statistics 14, no. 1 (2017): 361. http://dx.doi.org/10.30757/alea.v14-20.
Benth, Fred Espen, and André Süss. "Integration theory for infinite dimensional volatility modulated Volterra processes." Bernoulli 22, no. 3 (August 2016): 1383–430. http://dx.doi.org/10.3150/15-bej696.
Chakraborty, Anirvan, and Probal Chaudhuri. "The deepest point for distributions in infinite dimensional spaces." Statistical Methodology 20 (September 2014): 27–39. http://dx.doi.org/10.1016/j.stamet.2013.04.004.
Chowdhury, Joydeep, and Probal Chaudhuri. "Convergence rates for kernel regression in infinite-dimensional spaces." Annals of the Institute of Statistical Mathematics 72, no. 2 (November 17, 2018): 471–509. http://dx.doi.org/10.1007/s10463-018-0697-2.
Osada, Hirofumi. "Infinite-dimensional stochastic differential equations related to random matrices." Probability Theory and Related Fields 153, no. 3-4 (March 15, 2011): 471–509. http://dx.doi.org/10.1007/s00440-011-0352-9.