Man pages for jrevenaugh/TSAUMN
Time Series Analysis Tools Used in ESCI5201 at the University of Minnesota
| akaike | Akaike 2nd-order window |
| arimaSim | ARIMA process realization |
| arps | Compute theorectical AR(p) power spectrum |
| binary2decimal | binary2decimal |
| bispec.mtm | Auto-bispectrum |
| cepstrum | Cepstrum of univariate real timeseries |
| cosfilt | Cosine-squared timeseries filtering |
| costap | Cosine-squared taper |
| decimal2binary | decimal2binary |
| deconvolve | Deconvolve a known linear filter |
| detrend | Detrend a time series with a low-order polynomial. |
| df2ts | Convert data.frame object to a ts |
| eccentricity | Compute June 1, 65 N eccentricity |
| envelope | Envelope using analytic signal |
| esin | esin |
| evolFFT | Time-Frequency Analysis |
| evolMTM | Time-Frequency Analysis |
| fdfilter | Finite difference stencil filter |
| fftdecimate | Downsample timeseries |
| fftnneg | Non-negative frequencies of FFT |
| fftresample | Upsample timeseries |
| fht | Fast Hadamard Transform |
| fviz | Plot amplitude and phase of linear filter |
| fwt | Fast Walsh Transform |
| gplot.acf | Plot autocorrelation function |
| gplot.ccf | Plot cross-correlation function |
| gplot.filter | Plot short convolution filter |
| gplot.mtm | Plot results from 'spec.mtm' |
| gplot.mtm.coh | Plot coherence results from 'mtm.coh' |
| gplot.mtm.ftest | Plot F-test results from 'spec.mtm' |
| gplot.ts | Plot timeseries |
| gray2binary | gray2binary |
| hilbert | Hilbert transform |
| insolation | Compute June 1, 65 N insolation |
| joutlier | Recursive outlier detector/remover |
| lanczos | Create a Lanczos filter |
| lanczos_bp | Create a band-pass Lanczos filter |
| lanczos_br | Create a band-reject Lanczos filter |
| lanczos_hp | Create a high-pass Lanczos filter |
| lanczos_lp | Create a low-pass Lanczos filter |
| leakage | Spectral leakage |
| maps | Compute theorectical MA(q) power spectrum. |
| morlet | Morlet wavelet |
| mtoutlier | Martin-Thomson outlier removal |
| ncint | Newton-Cotes timeseries integration |
| newcotes | Newton-Cotes integration filters |
| obliquity | Compute June 1, 65 N obliquity |
| p2fc | Convert corner periods to fc specification for cosfilt |
| pcaPPC | Principal component plot |
| pcaVar | Cumulative variance reduction |
| phunwrap | Phase unwrapping |
| plotFTSpec | Plot fourier/time spectral analysis |
| plotl | Shorthand line plotting |
| precession | Compute June 1, 65 N precession index |
| pspec | Power spectrum |
| RTSsmooth | Rauch–Tung–Striebel Kalman smoothing |
| sequency | Reorder vector into sequency order |
| spec.bt | Blackman-Tukey spectral density estimation |
| spec.ls | Compute Lomb-Scargle periodogram of (un)evenly spaced data |
| spec.mtls | Compute Multi-taper Averaged Lomb-Scargle periodogram of... |
| ts2df | Convert ts object to a data.frame |
| welch | Welch window |
| whfilt | Apply derived FIR Causal Wiener-Hopf Filter |
| whfir | FIR Causal Wiener-Hopf Filter Estimation |
| xbispec.mtm | Cross-bispectrum |
| zpad | Zero pad |
