A simplification of weather data to evaluate daily and monthly energy needs of residential buildings

Using synthetic data to evaluate multipl

Using synthetic data to evaluate multiple regression and principal component analyses for statistical modeling of daily building energy consumption

✍ T.A. Reddy; D.E. Claridge 📂 Article 📅 1994 🏛 Elsevier Science 🌐 English ⚖ 923 KB

Multiple regression modeling of monitored building energy use data is often faulted as a reliable means of predicting energy use on the grounds that multicollinearity between the regressor variables can lead both to improper interpretation of the relative importance of the various physical regressor