Conditional Score Tests for Heteroscedasticity in the Two-Way Error Components Model

Eugene Kouassi, Joel Sango, JM Bosson Brou and Mbodja Mougoue

Communications in Statistics - Theory and Methods, 2014, vol. 43, issue 18, 3812-3835

Abstract: This paper extends the one-way heteroskedasticity score test of Holly and Gardiol (2000, In: Krishnakumar, J, Ronchetti, E (Eds.), Panel Data Econometrics: Future Directions, North-Holland, Amsterdam, pp. 199–211) to two conditional Lagrange Multiplier (LM) tests of heteroskedasticity under contiguous alternatives within the two-way error components model framework. In each case, the derivation of Rao's efficient score statistics for testing heteroskedasticity is first obtained. Then, based on a specific set of assumptions, the asymptotic distribution of the score under contiguous alternatives is established. Finally, the expression for the score test statistic in the presence of heteroskedasticity and related asymptotic local powers of these score test statistics are derived and discussed.

Date: 2014
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DOI: 10.1080/03610926.2012.687067

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