activity
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

collaborators

14 papers

math.PR2020

Limit results for functionals of weighted CUSUM processes

Lajos Horváth, Gregory Rice

The cumulative sum (CUSUM) process is often used in change point analysis to detect changes in the mean of sequentially observed data. We provide a full description of the asymptot…

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…

stat.ME2015

Empirical eigenvalue based testing for structural breaks in linear panel data models

Lajos Horváth, Gregory Rice

Testing for stability in linear panel data models has become an important topic in both the statistics and econometrics research communities. The available methodologies address te…

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…