IDEAS home Printed from https://ideas.repec.org/a/eee/spapps/v182y2025ics0304414925000171.html

Almost sure approximations and laws of iterated logarithm for signatures

Author

Listed:
  • Kifer, Yuri

Abstract

We obtain strong invariance principles for normalized multiple iterated sums and integrals of the form SN(ν)(t)=N−ν/2∑0≤k1<...

Suggested Citation

  • Kifer, Yuri, 2025. "Almost sure approximations and laws of iterated logarithm for signatures," Stochastic Processes and their Applications, Elsevier, vol. 182(C).
  • Handle: RePEc:eee:spapps:v:182:y:2025:i:c:s0304414925000171
    DOI: 10.1016/j.spa.2025.104576
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304414925000171
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.spa.2025.104576?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Ledoux, M. & Qian, Z. & Zhang, T., 2002. "Large deviations and support theorem for diffusion processes via rough paths," Stochastic Processes and their Applications, Elsevier, vol. 102(2), pages 265-283, December.
    2. Kanagawa, S. & Yoshihara, K., 1994. "The almost sure invariance principles of degenerate U-statistics of degree two for stationary random variables," Stochastic Processes and their Applications, Elsevier, vol. 49(2), pages 347-356, February.
    3. Lacey, Michael T. & Philipp, Walter, 1990. "A note on the almost sure central limit theorem," Statistics & Probability Letters, Elsevier, vol. 9(3), pages 201-205, March.
    4. Baldi, P. & Ben Arous, G. & Kerkyacharian, G., 1992. "Large deviations and the Strassen theorem in Hölder norm," Stochastic Processes and their Applications, Elsevier, vol. 42(1), pages 171-180, August.
    5. Wang, Jia-gang, 1993. "A law of the iterated logarithm for stochastic integrals," Stochastic Processes and their Applications, Elsevier, vol. 47(2), pages 215-228, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Wang, Jiang-Feng & Liang, Han-Ying, 2008. "A note on the almost sure central limit theorem for negatively associated fields," Statistics & Probability Letters, Elsevier, vol. 78(13), pages 1964-1970, September.
    2. Kifer, Yuri, 2013. "Strong approximations for nonconventional sums and almost sure limit theorems," Stochastic Processes and their Applications, Elsevier, vol. 123(6), pages 2286-2302.
    3. Pelletier, Mariane, 1999. "An Almost Sure Central Limit Theorem for Stochastic Approximation Algorithms," Journal of Multivariate Analysis, Elsevier, vol. 71(1), pages 76-93, October.
    4. Berkes, István & Horváth, Lajos, 1996. "Between local and global logarithmic averages," Statistics & Probability Letters, Elsevier, vol. 30(4), pages 369-378, November.
    5. Hörmann, Siegfried, 2006. "An extension of almost sure central limit theory," Statistics & Probability Letters, Elsevier, vol. 76(2), pages 191-202, January.
    6. Паламарчук Е.С., 2013. "Оценка Риска В Линейных Экономических Системах При Отрицательных Временных Предпочтениях," Журнал Экономика и математические методы (ЭММ), Центральный Экономико-Математический Институт (ЦЭМИ), vol. 49(3), pages 99-116, июль.
    7. Gao, Fuqing & Jiang, Hui, 2010. "Large deviations for stochastic differential equations driven by G-Brownian motion," Stochastic Processes and their Applications, Elsevier, vol. 120(11), pages 2212-2240, November.
    8. Luísa Pereira & Zhongquan Tan, 2017. "Almost Sure Convergence for the Maximum of Nonstationary Random Fields," Journal of Theoretical Probability, Springer, vol. 30(3), pages 996-1013, September.
    9. Miao, Yu & Wang, Rujun & Adler, Andre, 2016. "Limit theorems for order statistics from exponentials," Statistics & Probability Letters, Elsevier, vol. 110(C), pages 51-57.
    10. Mikhail Gordin & Michel Weber, 2002. "On the Almost Sure Central Limit Theorem for a Class of Z d -Actions," Journal of Theoretical Probability, Springer, vol. 15(2), pages 477-501, April.
    11. Fahrner, I. & Stadtmüller, U., 1998. "On almost sure max-limit theorems," Statistics & Probability Letters, Elsevier, vol. 37(3), pages 229-236, March.
    12. Gautier, Eric, 2005. "Uniform large deviations for the nonlinear Schrodinger equation with multiplicative noise," Stochastic Processes and their Applications, Elsevier, vol. 115(12), pages 1904-1927, December.
    13. John Armstrong & Andrei Ionescu, 2023. "Gamma Hedging and Rough Paths," Papers 2309.05054, arXiv.org, revised Mar 2024.
    14. Tan, Zhongquan & Peng, Zuoxiang, 2009. "Almost sure convergence for non-stationary random sequences," Statistics & Probability Letters, Elsevier, vol. 79(7), pages 857-863, April.
    15. István Berkes & Siegfried Hörmann & Lajos Horváth, 2010. "On Functional Versions of the Arc-Sine Law," Journal of Theoretical Probability, Springer, vol. 23(1), pages 109-126, March.
    16. Aleksandar Arandjelović & Thorsten Rheinländer & Pavel V. Shevchenko, 2025. "Importance sampling for option pricing with feedforward neural networks," Finance and Stochastics, Springer, vol. 29(1), pages 97-141, January.
    17. Archil Gulisashvili, 2017. "Large deviation principle for Volterra type fractional stochastic volatility models," Papers 1710.10711, arXiv.org, revised Aug 2018.
    18. Panqiu Xia & Guangqu Zheng, 2025. "Almost Sure Central Limit Theorems for Parabolic/Hyperbolic Anderson Models with Gaussian Colored Noises," Journal of Theoretical Probability, Springer, vol. 38(2), pages 1-22, June.
    19. Liu, Yonghong & Li, Luoqing & Wan, Chenggao, 2009. "The rate of convergence for increments of a Brownian motion in Hölder norm," Statistics & Probability Letters, Elsevier, vol. 79(12), pages 1463-1472, June.
    20. Hu, Zhishui & Wang, Wei & Dong, Liang, 2025. "Strong approximations in the almost sure central limit theorem and limit behavior of the center of mass," Stochastic Processes and their Applications, Elsevier, vol. 182(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:spapps:v:182:y:2025:i:c:s0304414925000171. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/505572/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.