Sine function fit
Syntax:
[param]=sine_fit(x,y)
which is the same that
[param]=sine_fit(x,y,[],[],[]) % no fixed_params, automatic initial_params
[param]=sine_fit(x,y,fixed_params) % automatic initial_params
[param]=sine_fit(x,y,[],initial_params) % use it when the estimation is poor
[param]=sine_fit(x,y,fixed_params,initial_params,plot_flag)
param = [offset, amplitude, phaseshift, frequency]
if fixed_params=[NaN, NaN , NaN , NaN] % or fixed_params=[]
optimization of offset, amplitude, phase shift and frequency (default)
if fixed_params=[NaN, 1 , NaN , 1/(2*pi)]
optimization of offset and phase shift of a sine of amplitude=1 and frequency=1/(2*pi)
if fixed_params=[0, NaN , NaN , NaN]
optimization of amplitude, phase shift and frequency of a sine of offset=0
Example:
%% generate data vectors (x and y)
fsine = @(param,timeval) param(1) + param(2) * sin( param(3) + 2*pi*param(4)*timeval );
param=[0 1 0 1/(2*pi)]; % offset, amplitude, phaseshift, frequency
timevec=0:0.1:10*pi;
x=timevec;
y=fsine(param,timevec) + 0.1*randn(size(x));
%% standard parameter estimation
[estimated_params]=sine_fit(x,y)
%% parameter estimation with forced 1.5 fixed amplitude
[estimated_params]=sine_fit(x,y,[NaN 1.5 NaN NaN])
%% parameter estimation without plotting
[estimated_params]=sine_fit(x,y,[],[],0)
Zitieren als
R P (2024). Sine function fit (https://www.mathworks.com/matlabcentral/fileexchange/41246-sine-function-fit), MATLAB Central File Exchange. Abgerufen .
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- AI, Data Science, and Statistics > Curve Fitting Toolbox > Linear and Nonlinear Regression >
- Computational Finance > Financial Toolbox > Price and Analyze Financial Instruments >
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Inspiriert: sigm_fit
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Version | Veröffentlicht | Versionshinweise | |
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1.0.0.0 |