All functions |
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Calculate the autocorrelation of an ARMA(p,q) filter applied to a stationary process. |
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Cochran's multivariate Q-test for heterogeneity. |
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Continuous-spectrum approximation to the Rouse-GLE model. |
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Base class for CSI models. |
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Calculate the residuals of a CSI process. |
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Simulate increments of a CSI process. |
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Downsample a multi-dimensional time series. |
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Predefined drift functions for |
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Calculate the autocorrelation of the fARMA model. |
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Fit the fARMA(p,q) model. |
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Constructor for farma model object. |
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Calculate the autocorrelation of the fBM model. |
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Fit the fBM model. |
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Class definition for the fBM model. |
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Calculate the mean square displacement of the fBM model. |
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Calculate the autocorrelation of the fSD model. |
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Fit the fSD model. |
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Class definition for the fSD model. |
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Calculate the mean square displacement of the fSD model. |
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Simulated HBE dataset. |
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Generalized logistic and inverse-logistic transformations. |
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Calculate the least-squares estimate of |
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Calculate the autocorrelation of an |
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Sample estimate of mean squared displacement. |
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Calculate effective subdiffusion time window and parameters from an arbitrary mean square displacement curve. |
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P-value calculation for various normality tests. |
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Autocorrelation of the Prony-GLE increment process. |
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Coefficients of position-process representation of the Prony-GLE. |
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MSD of the Prony-GLE model. |
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ACF of the Rouse-GLE model. |
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MSD of the Rouse-GLE model. |
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Subdiffusive timescale of Rouse-GLE model. |
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Inference for Subdiffusive Particle Tracking. |
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Unconstraining transformation for variance matrices. |