研究论文
A Simple Test for Heteroscedasticity and Random Coefficient Variation
Trevor Breusch, A. R. Pagan
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摘要与影响
摘要 · 完整
A simple test for heteroscedastic disturbances in a linear regression model is developed using the framework of the Lagrangian multiplier test. For a wide range of heteroscedastic and random coefficient specifications, the criterion is given as a readily computed function of the OLS residuals. Some finite sample evidence is presented to supplement the general asymptotic properties of Lagrangian multiplier tests.
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计算机 / AIStatistical Distribution Estimation and Applications
Statistical Methods and Inference · Advanced Statistical Methods and Models
参考文献 18
A New Test for Heteroskedasticity
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被引 810Herman Chernoff · The Annals of Mathematical Statistics · 1954
A note on a heteroscedastic model
被引 124Takeshi Amemiya · Journal of Econometrics · 1977
此处列出前 3 条
引用本文 5,523
Generalized autoregressive conditional heteroskedasticity
被引 22,512Tim Bollerslev · Journal of Econometrics · 1986
A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle
被引 9,803James D. Hamilton · Econometrica · 1989
The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics
被引 8,931Trevor Breusch, A. R. Pagan · The Review of Economic Studies · 1980
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