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20042020
most citedBreak detection in the covariance structure of multivariate time series models

251 citations · 746 across the 13 of their papers we have counts for

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11 papers · 1 filter

math.ST2019

A new class of change point test statistics of Rényi type

Lajos Horváth, Curtis Miller, Gregory Rice

A new class of change point test statistics is proposed that utilizes a weighting and trimming scheme for the cumulative sum (CUSUM) process inspired by Rényi (1953). A thorough as…

math.ST2015★ 3 cited

Estimation of the time of change in panel data

Lajos Horváth, Marie Hušková, Gregory Rice +1

We consider the problem of estimating the common time of a change in the mean parameters of panel data when dependence is allowed between the panels in the form of a common factor.…

math.ST2012★ 11 cited

Asymptotics of trimmed CUSUM statistics

István Berkes, Lajos Horváth, Johannes Schauer

There is a wide literature on change point tests, but the case of variables with infinite variances is essentially unexplored. In this paper we address this problem by studying the…

math.ST2011★ 27 cited

A test of significance in functional quadratic regression

Lajos Horváth, Ron Reeder

We consider a quadratic functional regression model in which a scalar response depends on a functional predictor; the common functional linear model is a special case. We wish to t…

math.ST2009★ 251 cited

Break detection in the covariance structure of multivariate time series models

Alexander Aue, Siegfried Hörmann, Lajos Horváth +1

In this paper, we introduce an asymptotic test procedure to assess the stability of volatilities and cross-volatilites of linear and nonlinear multivariate time series models. The…

math.ST2008★ 37 cited

Testing for changes in polynomial regression

Alexander Aue, Lajos Horváth, Marie Hušková +1

We consider a nonlinear polynomial regression model in which we wish to test the null hypothesis of structural stability in the regression parameters against the alternative of a b…