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The Asymptotic Distribution of The F-Test Statistic For Individual Effects
Oleh:
Orme, Chris D.
;
Yamagata, Takashi
Jenis:
Article from Journal - ilmiah internasional
Dalam koleksi:
The Econometrics Journal vol. 9 no. 3 (2006)
,
page 404-422.
Topik:
statistic
;
F - test
;
fixed effects
;
panel data
;
random effects
Fulltext:
404.pdf
(278.97KB)
Ketersediaan
Perpustakaan Pusat (Semanggi)
Nomor Panggil:
EE39.2
Non-tandon:
1 (dapat dipinjam: 0)
Tandon:
tidak ada
Lihat Detail Induk
Isi artikel
This paper employs first - order asymptotic theory in order to establish the asymptotic distribution of the F - test statistic for fixed effects, under non-normality of the errors, when N --> 8 (the number of cross - sections) and T is fixed (the number of time periods). Three theoretical results emerge : (i) the standard F - test procedure will still deliver asymptotically valid inferences; (ii) under (pure) local random effects, the F - test and random effects test procedures have identical asymptotic power; (iii) under local fixed, or random effects which are correlated with the regressors, the F - test will have higher asymptotic power than the random effects test.
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