Generalized Method of Wavelet Moments (GMWM) is an estimation technique for the parameters of time series models. It uses the wavelet variance in a moment matching approach that makes it particularly suitable for the estimation of certain state-space models.
Right now, the GMWM is really restricted to people who understand R. We have to take into consideration the notion that engineers or other practitioners might not know R.
To do so, we should create a GUI that hides the syntax required for modeling the time series.
Solution:
We need to evaluate the different types of GUIs that are available to be launched from within R.
One primary candidate in this case is Shiny, an HTML-based applet that we can deploy via ShinyApps or ship with the package.
Issue:
Right now, the GMWM is really restricted to people who understand R. We have to take into consideration the notion that engineers or other practitioners might not know R.
To do so, we should create a GUI that hides the syntax required for modeling the time series.
Solution: