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Several tests for heteroskedasticity in linear regression models are examined. Asymptoticrobustness to heterokurticity …, nonnormality and skewness is discussed. The finite sample eliability of asymptotically valid tests is investigated using Monte …
Persistent link: https://www.econbiz.de/10005511948
(non-normality) and heteroskedasticity. … distribution including no condition on the existence of moments allowing for heterogeneity (or heteroskedasticity) of unknown form … condition on error moment existence, allowing for heterogeneity (or heteroskedasticity) of unknown form, noncontinuous …
Persistent link: https://www.econbiz.de/10008855591
We derive a new matrix statistic for the Hausman test for endogeneity in cross-sectional Instrumental Variables … estimation, that incorporates heteroskedasticity in a natural way and does not use a generalized inverse. A Monte Carlo study … examines the performance of the statistic for different heteroskedasticity-robust variance estimators and different skedastic …
Persistent link: https://www.econbiz.de/10014507912
This paper proposes estimating linear dynamic panels by explicitly exploiting the endogeneity of lagged dependent … conditions (with or without a unit root), and error characteristics (homoskedasticity or heteroskedasticity of different forms …
Persistent link: https://www.econbiz.de/10014636394
. Its performance is compared with that of standard models of conditional heteroskedasticity such as GARCH. This has … for the A-PARCH model that are derived for the purpose. The role of the heteroskedasticity parameter of the A …
Persistent link: https://www.econbiz.de/10005423779
the National Longitudinal Survey of Youth 1979. Accounting for endogeneity increases the estimate of the return to …
Persistent link: https://www.econbiz.de/10010269795
, distributed lags and vector autoregressions (VAR), quasi-experiments, and identification by heteroskedasticity (IH). Ultimately …
Persistent link: https://www.econbiz.de/10010856424
-alone test procedures for heteroskedasticity, overidentification, and endogeneity in the IV context are also described. …
Persistent link: https://www.econbiz.de/10005074035
that address HAC standard errors, weak instruments, LIML and k-class estimation, tests for endogeneity and RESET and …
Persistent link: https://www.econbiz.de/10005027835
). Rather than accounting for the endogeneity of schooling through the use of instrumental variables we employ a parametric …. Accounting for endogeneity increases the estimate of the return to education by 5 percentage points, from 7.6% to 12.7%. …
Persistent link: https://www.econbiz.de/10005731251