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  • Search: subject:"Variables in Hilbert spaces"
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Variables in Hilbert spaces 2 Asymptotic normality 1 Karhunen–Loéve expansion 1 Sample autocovariances 1 Test for independence 1 Weak convergence 1 m–approximability 1
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Horváth, Lajos 2 Rice, Gregory 2 Berkes, István 1 Hušková, Marie 1
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Journal of Multivariate Analysis 1 Stochastic Processes and their Applications 1
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RePEc 2
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Weak invariance principles for sums of dependent random functions
Berkes, István; Horváth, Lajos; Rice, Gregory - In: Stochastic Processes and their Applications 123 (2013) 2, pp. 385-403
Motivated by problems in functional data analysis, in this paper we prove the weak convergence of normalized partial sums of dependent random functions exhibiting a Bernoulli shift structure.
Persistent link: https://www.econbiz.de/10011064904
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Test of independence for functional data
Horváth, Lajos; Hušková, Marie; Rice, Gregory - In: Journal of Multivariate Analysis 117 (2013) C, pp. 100-119
We wish to test the null hypothesis that a collection of functional observations are independent and identically distributed. Our procedure is based on the sum of the L2 norms of the empirical correlation functions. The limit distribution of the proposed test statistic is established under the...
Persistent link: https://www.econbiz.de/10011042004
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