Record Details
Locally Weighted Polynomial Regression: Parameter Choice and Application to Forecasts of the Great Salt Lake
DigitalCommons@USU
| Field | Value |
|---|---|
| Title | Locally Weighted Polynomial Regression: Parameter Choice and Application to Forecasts of the Great Salt Lake |
| Creator | Lall, Upmanu Moon, Young-II Bosworth, Ken |
| Description | Relationships between hydrologic variables are often nonlinear. Usually the functional form of such a relationship is not known a priori. A multivariate, nonparametric regression methodology is provided here for approximating the underlying regression function using locally veighted polynomials. Locally weighted polynomials consider the approximation of the target function through a Taylor series expansion of the... |
| Date | 1995-01-01T08:00:00Z |
| Type | text |
| Format | application/pdf |
| Identifier | https://digitalcommons.usu.edu/water_rep/243 https://digitalcommons.usu.edu/context/water_rep/article/1242/viewcontent/Locally_20Weighted_20Polynomial_20Regression_20__20Parameter_20Choice_20an.pdf |
| Source | Reports |
| Publisher | Hosted by Utah State University Libraries |
| Subject | Civil and Environmental Engineering Water Resource Management |
