论文信息 - Choosing among hydrologic regression models: 2. Extensions to the standard model

Choosing among hydrologic regression models: 2. Extensions to the standard model

Bayesian methods are used to discriminate among alternative structures of the covariance matrix of the disturbances of hydrologic regression schemes; moreover, the covariance matrix is allowed to be non-scalar. Different alternative functional forms, which the hydrologic regression may also have, are also discriminated through the proposed methodology.

[1] A. Goldberger. Topics in regression analysis , 1969 .

[2] A. C. Aitken. IV.—On Least Squares and Linear Combination of Observations , 1936 .

[3] J. Durbin,et al. Testing for serial correlation in least squares regression. II. , 1950, Biometrika.

[4] Arnold Zellner,et al. Bayesian and Non-Bayesian Analysis of the Log-Normal Distribution and Log-Normal Regression , 1971 .

[5] Juan B. Valdés,et al. LINEAR MODEL DISCRIMINATION THEORY APPLIED TO THE CHOICE OF STRUCTURE AND FORM OF HYDROLOGIC REGRESSION MODELS. , 1976 .

[6] M. R. Wickens,et al. Prediction Methods in Multiplicative Models. , 1973 .

[7] Choosing among alternative hydrologic regression models , 1979 .

[8] H. Theil. Principles of econometrics , 1971 .

[9] K. Gaver,et al. Posterior probabilities of alternative linear models , 1971 .