7 | Generalized Additive Models |
7.1 | Brief Theory |
7.2 | Data Preparation |
7.3 | Noninteractive Quantlets for Estimation |
7.3.1 | Estimating an AM |
7.3.2 | Estimating an APLM |
7.3.3 | Estimating an AM and APLM |
7.3.4 | Estimating a GAM |
7.3.5 | Estimating a GAPLM |
7.3.6 | Estimating Bivariate Marginal Influence |
7.3.7 | Estimating an AM with Interaction Terms |
7.3.8 | Estimating an AM Using Marginal Integration |
7.4 | Interactive Quantlet GAMFIT |
7.5 | How to Append Optional Parameters |
7.6 | Noninteractive Quantlets for Testing |
7.7 | Odds and Ends |
7.8 | Application for Real Data |
Bibliography |