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The aggregation of individual random AR(1) models generally leads to an AR(∞∞) process. We provide two consistent …
Persistent link: https://www.econbiz.de/10010412648
A measurement error model is a regression model with (substantial) measurement errors in the variables. Disregarding these measurement errors in estimating the regression parameters results in asymptotically biased estimators. Several methods have been proposed to eliminate, or at least to...
Persistent link: https://www.econbiz.de/10003135841
We present asymptotic power-one tests of regression model functional form for heavy tailed time series. Under the null hypothesis of correct specification the model errors must have a finite mean, and otherwise only need to have a fractional moment. If the errors have an infinite variance then...
Persistent link: https://www.econbiz.de/10014178445
This paper considers the issues related to the asymptotic properties of estimators and test statistics in linear quantile regression with structural changes. We first address the issue of estimating a single structural change and derive the asymptotic properties of the estimated break point. The...
Persistent link: https://www.econbiz.de/10014213281
This article gives the asymptotic properties for nonparametric kernel based density and regression estimators when one of the variables, respectively regressors, had to be pre-estimated. Those variables are known as constructed variables or generatedregressors, and their impact on the -nal...
Persistent link: https://www.econbiz.de/10014224472
An extensive literature in econometrics focuses on finding the exact and approximate first and second moments of the least-squares estimator in the stable first-order linear autoregressive model with normally distributed errors. Recently, Kiviet and Phillips (2005) developed approximate moments...
Persistent link: https://www.econbiz.de/10012998042
Over the last three years, 2009-2011, the electrical engineering exam performance of the University of Mindanao was found to show declining trend, with faster rate of decline observed for the year-end than the mid-year examination. Though declining, the electrical engineering program could still...
Persistent link: https://www.econbiz.de/10012972173
Within the context of threshold regressions, we show that asymptotically-valid likelihood-ratio-based confidence intervals for threshold parameters perform poorly in finite samples when the threshold effect is large. A large threshold effect leads to a poor approximation of the profile...
Persistent link: https://www.econbiz.de/10012973382
Inverse problems can be described as functional equations where the value of the function is known or easily estimable but the argument is unknown. Many problems in econometrics can be stated in the form of inverse problems where the argument itself is a function. For example, consider a...
Persistent link: https://www.econbiz.de/10014024938
complicated semi-nonparametric models with (or without) endogeneity and latent heterogeneity. It can easily incorporate prior …
Persistent link: https://www.econbiz.de/10014024939