Setup | Required packages | DWT, MODWT and AT basic propertites | Summary of various properties for the three DWT methods | Illustration of three types of DWT methods | Daubechies 16 wavelet | Haar wavelet filter | Wavelet transform: decompostion level | Variance transformation | Optimal preditive accuracy (RMSE) | Transformed predictor variables | Stepwise variance transformation

Introduction | Overview | Linear models | Random walk model | Autoregressive model | Threshold autoregressive model | Sinusoidal model | Nonlinear systems | Hysteresis loop | Friedman | Dynamic systems | Hénon map | Logistic map | Duffing map | Rössler system | Lorenz system | Classification systems | Blobs | Circles | Spirals | State-space model | Linear Gaussian state-space model | Affine error model | Brownian motion models | Build-up and wash-off models