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Adjustment of Prediction Intervals in Nonlinear Regression
Biometrical Journal, 1997AbstractBy treating the nonlinear model as if it were linear in the parameterization θ in the neighbourhood of the least squares estimate θC, two‐sided nominally‐q‐prediction intervals can be constructed by applying the usual linear model theory.
Goh, K. L., Pooi, A. H.
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Parameters Adjustment for CCLM with Nonlinear Term
2023 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2023Fan Liang
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Nonlinear Baroclinic Adjustment
Journal of the Atmospheric Sciences, 1991Abstract The concept of baroclinic adjustment is reexamined in the context of a fully nonlinear two-layer model on a β-plane. Based on our results we propose a single, conceptually very simple mechanism of the nonlinear equilibration of waves and the mean flow, which we term “nonlinear baroclinic adjustment.” The new concept appears applicable to cases
Priscilla Cehelsky, Ka Kit Tung
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An adjustable model for linear to nonlinear regression
IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339), 2003A basic limitation of all data-driven approximation methods is their inability to extrapolate accurately once the input is outside of the training data range. This paper examines the effectiveness and utility of combining a linear regression model with general regression neural network or modified probabilistic neural network for better linear ...
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THRESHOLD COINTEGRATION AND NONLINEAR ADJUSTMENT TO THE LAW OF ONE PRICE [PDF]
Previous studies investigating threshold behavior in real-exchange-rate and price difference data have used rather ad hoc statistical methods and have focused on univariate threshold models for relative prices. We utilize a general multivariate threshold cointegration model and develop a systematic testing and estimation strategy for this model ...
Ming Chien Lo, Eric Zivot
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Energetics of Nonlinear Geostrophic Adjustment
Journal of Physical Oceanography, 1995Abstract Solutions and energetics for nonlinear geostrophic adjustment with an initial height perturbation of the order of the total fluid depth are computed and compared to solutions derived assuming linear dynamics. Both axisymmetric and zonally uniform profiles in 1½- and 2-layer shallow-water models are considered. Nonlinearities are present due to
Emmanuel Boss, Luanne Thompson
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Nonlinear Hydrostatic Adjustment
Journal of the Atmospheric Sciences, 1996Abstract The final equilibrium state of Lamb's hydrostatic adjustment problem is found for finite amplitude heating. Lamb's problem consists of the response of a compressible atmosphere to an instantaneous, horizontally homogeneous heating. Results are presented for both isothermal and nonisothermal atmospheres.
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