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The sensitivity of the RESET tests to disturbance autocorrelation in regression analysis

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Author Info
Siu Fai Leung () (Department of Economics, Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong)
Shihti Yu (Department of Finance, National Chung Hsing University, No. 250, Kuo Kuang Road, Taichung, Taiwan)

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Abstract

This paper investigates the sensitivity of the RESET tests, proposed by Ramsey (1969) and modified by Thursby and Schmidt (1977), to disturbance autocorrelation in regression analysis. Porter and Kashyap (1984) show that RESET is not robust to autocorrelated disturbance when there is a highly autocorrelated regressor in the model. We show that RESET is sensitive to disturbance autocorrelation even when the regressors are not autocorrelated. We explain the findings of Thursby (1979) and Porter and Kashyap (1984) as well as our result by showing that a spurious correlation between the regressor and the disturbance is responsible for the serious size distortion of the RESET tests.

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Publisher Info
Article provided by Springer in its journal Empirical Economics.

Volume (Year): 26 (2001)
Issue (Month): 4 ()
Pages: 721-726
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Handle: RePEc:spr:empeco:v:26:y:2001:i:4:p:721-726

Note: received: June 1999/Final version received: November 2000
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Related research
Keywords: RESET; Autocorrelation; Spurious Relationship; Monte Carlo Simulation.;

Cited by:
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  1. Andrea Vaona, 2008. "The sensitivity of nonparametric misspecification tests to disturbance autocorrelation," Quaderni della facoltà di Scienze economiche dell'Università di Lugano 0803, Biblioteca universitaria di Lugano (University Library of Lugano). [Downloadable!]
  2. Seung Hyun Hong & Peter C. B. Phillips, 2005. "Testing Linearity in Cointegrating Relations with an Application to Purchasing Power Parity," Cowles Foundation Discussion Papers 1541, Cowles Foundation, Yale University. [Downloadable!]
  3. Dimitris Hatzinikolaou & Athanassios Stavrakoudis, 2005. "A New Variant of RESET for Distributed Lag Models," Economics Bulletin, Economics Bulletin, vol. 3(56), pages 1-4. [Downloadable!]
  4. Andrea Vaona, 2008. "Inflation persistence, structural breaks and omitted variables: a critical view," Quaderni della facoltà di Scienze economiche dell'Università di Lugano 0802, Biblioteca universitaria di Lugano (University Library of Lugano). [Downloadable!]
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