motifSimulationApp {funMoDisco} | R Documentation |
motifSimulationApp: A Shiny-Based GUI for Motif Simulation
Description
The 'motifSimulationApp' is a Shiny-based graphical user interface (GUI) designed to simplify the execution of the 'motifSimulation' functions. The app allows users to interact with all motif simulation features in an intuitive and user-friendly manner, offering a seamless experience for generating and analyzing synthetic functional data with embedded motifs. It consistently provides summary plots to enhance data visualization and facilitate analysis.
Usage
motifSimulationApp(noise_str, mot_details)
Arguments
noise_str |
A list corresponding to the number of motifs, specifying the noise structure to be applied to each motif. Users can choose between two noise types:
|
mot_details |
A list outlining the specifications for the motifs to be embedded within the functional curves. Each motif is characterized by its:
|
Details
The app provides an accessible platform for users to experiment with different motif definitions, noise structures, and curve characteristics. By interacting with the app, users can simulate functional data, visualize the results in real-time, and adjust the parameters accordingly to fine-tune the simulation process.
Value
A shiny app representing the simulated curves.
Examples
# Launch the motifSimulationApp with specified noise structure and motif details
funMoDisco::motifSimulationApp(noise_str, mot_details)