Interactive Shiny app to estimate wavelet variance and fit composite stochastic models on Inertial Measurement Unit time series using the the Generalized Method of Wavelet Moments. It supports both bundled datasets and custom uploads, and provides estimated parameters plus Kalman filter–ready estimated parameters.
Application hosted here.
- Wavelet variance visualization
- GMWM model fitting
- Summary tables for estimated parameters
- Kalman filter–ready transformed estimated parameters
- Library datasets and custom file uploads