Weak invariance of generalized U-statistics for nonstationary absolutely regular processes. (English) Zbl 0701.60025
K. Yoshihara [Z. Wahrscheinlichkeitstheor. Verw. Geb. 35, 237-252 (1976; Zbl 0314.60028)] established the weak convergence of generalized U-statistics for stationary absolutely regular variables. The present authors, using Yoshihara’s method, extend this results to the non- stationary case.
Reviewer: A.K.Basu
MSC:
60F17 | Functional limit theorems; invariance principles |
62G30 | Order statistics; empirical distribution functions |
60J65 | Brownian motion |
62G99 | Nonparametric inference |
Keywords:
absolutely regular; strong mixing; Brownian motion; weak convergence of generalized U-statisticsCitations:
Zbl 0314.60028References:
[1] | Balacheff, S.; Dupont, G., Normalité asymptotique des processus empiriques tronqués et des processes de rang, (Lecture Notes in Math., Vol. 821 (1980), Springer: Springer Berlin) · Zbl 0443.62013 |
[2] | Billingsley, P., Convergence of Probability Measures (1968), Wiley: Wiley New York · Zbl 0172.21201 |
[3] | Doukhan, P.; Portal, F., Principe d’invariance faible pour la fonction de répartition empirique dans un cadre multidimensionel et mélangeant, Probab. Math. Statist., 8, 117-132 (1987) · Zbl 0651.60042 |
[4] | Harel, M.; Puri, M. L., Limiting behavior of U-statistics, V-statistics and one-sample rank order statistics for non-stationary absolutely regular processes, J. Multivariate Anal., 30, 181-204 (1989) · Zbl 0683.60007 |
[5] | Harel, M.; Puri, M. L., Weak convergence of the U-statistic and weak invariance of the one-sample rank order statistic for Markov processes and ARMA models, J. Multivariate Anal., 31, 259-265 (1989) · Zbl 0693.62023 |
[6] | Ibragimov, I. A., Some limit theorems for stationary processes, Theory Probab. Appl. VII, 4, 349-382 (1962) · Zbl 0119.14204 |
[7] | Neuhaus, G., On weak convergence of stochastic processes with multidimensional time parameter, Ann. Math. Statist., 42, 1285-1295 (1971) · Zbl 0222.60013 |
[8] | Withers, C. S., Convergence of empirical processes of mixing r.v.’s on [0, 1], Ann. Statist., 3, 1101-1108 (1975) · Zbl 0317.60013 |
[9] | Yoshihara, K., Limiting behavior of \(U\) statistics for stationary absolutely regular processes, Z. Wahrsch. Verw. Gebiete, 35, 237-252 (1976) · Zbl 0314.60028 |
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