Impulse response functions for nonlinear nonstationary and heterogeneous systems

Description

The R script IRFnnhs.R, which efficiently estimates impulse response functions for environmental systems that are nonlinear, nonstationary, or heterogeneous, based on their input and output time series.

Scripts and results for a series of benchmark tests are also provided, to accompany Kirchner, J.W., Impulse response functions for heterogeneous, nonstationary, and nonlinear systems, estimated by deconvolution and demixing of noisy time series, Sensors, 22(9), 3291, https://doi.org/10.3390/s22093291, 2022.

Resources

Name Format Description Link
Impulse Response Function script Unknown Open resource
Impulse Response Function script Unknown Open resource
Impulse Response Function script Unknown Open resource
Benchmark demonstration scripts and results Unknown Open resource
Benchmark demonstration scripts and results Unknown Open resource
Benchmark demonstration scripts and results Unknown Open resource
README file for IRFnnhs.R and benchmark demonstration scripts Unknown Open resource
README file for IRFnnhs.R and benchmark demonstration scripts Unknown Open resource
README file for IRFnnhs.R and benchmark demonstration scripts Unknown Open resource

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