This paper develops Rio’s method [11] to prove the weak law of large numbers for maximal partial sums of pairwise independent random variables. The method allows us to avoid using the Kolmogorov maximal inequality. As an application, a weak law of large numbers for maximal partial sums of pairwise independent random variables under a uniform integrability condition is also established. The sharpness of the result is illustrated by an example.
Accepté le :
Publié le :
Lê Vǎn Thành 1
@article{CRMATH_2023__361_G3_577_0, author = {L\^e Vǎn Th\`anh}, title = {On weak laws of large numbers for maximal partial sums of pairwise independent random variables}, journal = {Comptes Rendus. Math\'ematique}, pages = {577--585}, publisher = {Acad\'emie des sciences, Paris}, volume = {361}, year = {2023}, doi = {10.5802/crmath.387}, language = {en}, }
TY - JOUR AU - Lê Vǎn Thành TI - On weak laws of large numbers for maximal partial sums of pairwise independent random variables JO - Comptes Rendus. Mathématique PY - 2023 SP - 577 EP - 585 VL - 361 PB - Académie des sciences, Paris DO - 10.5802/crmath.387 LA - en ID - CRMATH_2023__361_G3_577_0 ER -
Lê Vǎn Thành. On weak laws of large numbers for maximal partial sums of pairwise independent random variables. Comptes Rendus. Mathématique, Volume 361 (2023), pp. 577-585. doi : 10.5802/crmath.387. https://comptes-rendus.academie-sciences.fr/mathematique/articles/10.5802/crmath.387/
[1] The Marcinkiewicz–Zygmund-type strong law of large numbers with general normalizing sequences, J. Theor. Probab., Volume 34 (2021) no. 1, pp. 331-348 | MR | Zbl
[2] Regular variation, Encyclopedia of Mathematics and Its Applications, 27, Cambridge University Press, 1989
[3] Slowly varying functions and asymptotic relations, J. Math. Anal. Appl., Volume 34 (1971) no. 2, pp. 302-315 | DOI | MR
[4] On a weak law of large numbers with regularly varying normalizing sequences, J. Theor. Probab., Volume 35 (2022) no. 3, pp. 2068-2079 | DOI | MR | Zbl
[5] Pairs of slowly oscillating functions occurring in asymptotic problems concerning the Laplace transform., Nieuw. Arch. Wisk., Volume 7 (1959) no. 3, pp. 20-26 | MR | Zbl
[6] On an extension of the weak law of large numbers of Kolmogorov and Feller, Stochastic Anal. Appl., Volume 32 (2014) no. 3, pp. 421-426 | DOI | MR | Zbl
[7] On the complete convergence for sequences of dependent random variables via stochastic domination conditions and regularly varying functions theory (2021), pp. 1-18 | arXiv
[8] An extension of the Kolmogorov–Feller weak law of large numbers with an application to the St. Petersburg game, J. Theor. Probab., Volume 17 (2004) no. 3, pp. 769-779 | MR | Zbl
[9] On the weak laws of large numbers for sums of negatively associated random vectors in Hilbert spaces, Stat. Probab. Lett., Volume 107 (2015), pp. 236-245 | DOI | MR | Zbl
[10] A generalization of weak law of large numbers, Stochastic Anal. Appl., Volume 29 (2011) no. 4, pp. 674-683 | DOI | MR | Zbl
[11] Vitesses de convergence dans la loi forte pour des suites dépendantes (Rates of convergence in the strong law for dependent sequences), C. R. Math. Acad. Sci. Paris, Volume 320 (1995) no. 4, pp. 469-474 | Zbl
[12] On the weak law of large numbers with random indices for randomly weighted row sums from arrays of random elements in Banach spaces, J. Probab. Stat. Sci., Volume 4 (2006) no. 2, pp. 123-135 | MR
[13] Weak laws of large numbers for double sums of independent random elements in Rademacher type and stable type Banach spaces, Nonlinear Anal., Theory Methods Appl., Volume 71 (2009) no. 12, p. e1065-e1074 | DOI | MR | Zbl
[14] A note on the stochastic domination condition and uniform integrability with applications to the strong law of large numbers, Stat. Probab. Lett., Volume 178 (2021), p. 109181 | DOI | MR | Zbl
[15] On the Baum–Katz theorem for sequences of pairwise independent random variables with regularly varying normalizing constants, C. R. Math. Acad. Sci. Paris, Volume 358 (2020) no. 11–12, pp. 1231-1238 | Numdam | MR | Zbl
[16] A new concept of stochastic domination and the laws of large numbers, TEST (2022) (https://doi.org/10.1007/s11749-022-00827-w) | DOI
Cité par Sources :
Commentaires - Politique