This paper presents relevant information to understand and apply
linear regression analysis for application on the residential sector with focus on whole-building
energy consumption in single-family homes. The energy signatures and conditional demand analysis
are also discussed for better understanding of the use of practical applications of regression
analysis for residential energy consumption prediction.