A hierarchical Bayesian regression model for predicting summer residential electricity demand across the U.S.A.

Energy ◽  
2017 ◽  
Vol 140 ◽  
pp. 601-611 ◽  
Author(s):  
Siyan Wang ◽  
Xun Sun ◽  
Upmanu Lall
Keyword(s):  
Regression Model ◽  
Electricity Demand ◽  
Bayesian Regression ◽  
Hierarchical Bayesian ◽  
Residential Electricity

scholarly journals Forecast for the Cameroon’s Residential Electricity Demand Based on the Multilinear Regression Model

2020 ◽  
Vol 12 (05) ◽  
pp. 182-192 ◽  
Author(s):  
Serge Guefano ◽  
Jean Gaston Tamba ◽  
Louis Monkam ◽  
Beguide Bonoma
Keyword(s):  
Regression Model ◽  
Electricity Demand ◽  
Multilinear Regression ◽  
Residential Electricity

Modelling Spatio-Temporal Variation in Sparse Rainfall Data Using a Hierarchical Bayesian Regression Model

2019 ◽  
Vol 24 (2) ◽  
pp. 369-393 ◽  
Author(s):  
Sabyasachi Mukhopadhyay ◽  
Joseph O. Ogutu ◽  
Gundula Bartzke ◽  
Holly T. Dublin ◽  
Hans-Peter Piepho
Keyword(s):  
Regression Model ◽  
Temporal Variation ◽  
Bayesian Regression ◽  
Rainfall Data ◽  
Hierarchical Bayesian ◽  
Spatio Temporal

scholarly journals Testing for Changes in the Price Elasticity of Residential Electricity Demand

1986 ◽  
Vol 15 (2) ◽  
pp. 123-129 ◽  
Author(s):  
Thomas H. Stevens ◽  
Gail Adams
Keyword(s):  
Public Policy ◽  
Price Elasticity ◽  
Forecast Accuracy ◽  
Electricity Demand ◽  
Recent Period ◽  
Residential Sector ◽  
Real Price ◽  
Long Run ◽  
Residential Electricity

The demand for electricity in the residential sector is estimated to have become less elastic for the recent period of rising real prices as compared to earlier periods of stable or falling real price. Several possible reasons for this are investigated and we conclude that demand appears to be asymmetric with respect to price in both the short and long run. We then examine whether or not this is an important factor for forecast accuracy and public policy.

A Bayesian regression model for circular data based on the projected normal distribution

2011 ◽  
Vol 11 (3) ◽  
pp. 185-201 ◽  
Author(s):  
Gabriel Nuñez-Antonio ◽  
Eduardo Gutiérrez-Peña ◽  
Gabriel Escarela
Keyword(s):  
Regression Model ◽  
Normal Distribution ◽  
Bayesian Regression ◽  
Circular Data ◽  
Projected Normal Distribution
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