Wavelets Statistics and Transforms | wavethresh-package wavethresh |
Get variance information from irregularly spaced wavelet decomposition object. | accessc |
Get "detail" (mother wavelet) coefficients data from wavelet object | accessC |
Get Smoothed Data from Wavelet Structure | accessC.mwd |
Get smoothed data from wavelet object (wd) | accessC.wd |
Warning function when trying to access smooths from wavelet packet object (wp). | accessC.wp |
Get smoothed data from packet ordered non-decimated wavelet object (wst) | accessC.wst |
Get "detail" (mother wavelet) coefficients data from wavelet object | accessD |
Get wavelet coefficients from multiple wavelet structure (mwd). | accessD.mwd |
Get detail (mother wavelet) coefficients from wavelet object (wd). | accessD.wd |
Get wavelet coefficients from 3D wavelet object | accessD.wd3D |
Obtain whole resolution level of wavelet packet coefficients from a wavelet packet object (wp). | accessD.wp |
Get coefficients from a non-decimated wavelet packet object (wpst) in time order. | accessD.wpst |
Get mother wavelet coefficients from a packet ordered non-decimated wavelet object (wst). | accessD.wst |
Add a wavelet packet box to an already set up time-frequency plot | addpkt |
Run Coifman-Wickerhauser best basis algorithm on wavelet packet object | AutoBasis |
Perform basis averaging for wst class object | av.basis |
Basis averaging ("inversion") | AvBasis |
Perform basis averaging for (packet-ordered) non-decimated wavelet transform. | AvBasis.wst |
Perform basis averaging for (packet-ordered) 2D non-decimated wavelet transform. | AvBasis.wst2D |
Physiological data time series. | BabyECG |
Physiological data time series. | BabySS |
Generic basis plot function | basisplot |
Plot time-frequency plane and basis slots associated with basis object | basisplot.BP |
Function to graphically select a wavelet packet basis | basisplot.wp |
Bayesian wavelet thresholding. | BAYES.THR |
Extract the best (one-dimensional) nondecimated WP packets | Best1DCols |
Function called by makewpstRO to identify which packets are individually good for correlating with a response | bestm |
Subsidiary routine for makewpstDO function | BMdiscr |
Take integer, represent in binary, then think of and return that representation in base 4 | c2to4 |
Deprecated function | CanUseMoreThanOneColor |
Check a LSW spectrum through repeated simulation and empirical averages | checkmyews |
Subsid routine for denproj (calcs scaling function coefs without cov) | Chires5 |
Subsid routine for denproj (calcs scaling function coefs with cov) | Chires6 |
Create new zeroed spectrum. | cns |
Compares two filters. | compare.filters |
Compute empirical shift for time ordered non-decimated transforms. | compgrot |
Compress objects | compress |
Do "zero" run-length encoding compression of a vector of numbers. | compress.default |
Compress a (thresholded) imwd class object by removing zeroes. | compress.imwd |
Performs inverse DWT reconstruction step | conbar |
Convert one type of wavelet object into another. | convert |
Convert a non-decimated wd object into a wst object. | convert.wd |
Convert a non-decimated wst object into a wd object. | convert.wst |
Print out a text message about an object which is from old version of WaveThresh | ConvertMessage |
Wrapper to C code version of rsswav | Crsswav |
Estimate real signal using complex-valued wavelets | cthresh |
Calls C code to threshold wd class object. | Cthreshold |
Simple wavelet density estimator with hard thresholding | CWavDE |
C Wavelet Cross-validation | CWCV |
Claw distribution | dclaw pclaw rclaw |
Calculate variances of wavlet coefficients of a p.d.f. | dencvwd |
Calculate plotting information for a density estimate. | denplot |
Calculate empirical scaling function coefficients of a p.d.f. | denproj |
Wavelet decomposition of empirical scaling function coefficients of a p.d.f. | denwd |
Wavelet reconstruction for density estimation. | denwr |
Produce Donoho and Johnstone test functions | DJ.EX |
Compute number of non-zero coefficients in wd object | dof |
Evaluate the Donoho and Johnstone Doppler signal. | doppler |
Draw wavelets or scaling functions. | draw |
Draw picture of a wavelet or scaling function. | draw.default |
Draw mother wavelet associated with an imwd object. | draw.imwd |
Draw mother wavelet associated with an imwdc object. | draw.imwdc |
Draws a wavelet or scaling function used to compute an `mwd' object | draw.mwd |
Draw mother wavelet or scaling function associated with wd object. | draw.wd |
Draw wavelet packet associated with a wp object. | draw.wp |
Draw mother wavelet or scaling function associated with wst object. | draw.wst |
Draw a shaded coloured box | drawbox |
Subsidiary routine that actually computes wavelet packet values | drawwp.default |
Compute evolutionary wavelet spectrum estimate. | ewspec |
Compute and return piecewise polynomial coordinates. | example.1 |
Provide wavelet filter coefficients. | filter.select |
Find estimates of prior parameters | find.parameters |
Build a first/last database for wavelet transforms. | first.last |
Build special first/last database for some wavelet density functions | first.last.dh |
Return the location of the first period character within a character string (for a vector of strings of arbitrary length). | firstdot |
Perform whole wavelet cross-validation in C code | FullWaveletCV |
Generate (inverse) discrete wavelet transform matrix. | GenW |
Compute and return weaving permutation for conversion from wst objects to wd class objects. | getarrvec |
Get a packet of coefficients from a wavelet object | getpacket |
Get packet of coefficients from a wavelet packet object (wp). | getpacket.wp |
Get packet of coefficients from a non-decimated wavelet packet object (wpst). | getpacket.wpst |
Get packet of coefficients from a packet ordered non-decimated wavelet object (wst). | getpacket.wst |
Get packet of coefficients from a two-dimensional non-decimated wavelet object (wst2D). | getpacket.wst2D |
Computes estimate of error for function estimate. | GetRSSWST |
Data interpolated to a grid objects. | griddata objects |
Cyclically rotate elements of a vector | guyrot |
Generate a concatenated Haar MA process | HaarConcat |
Generate Haar MA processes. | HaarMA |
Produce image representation of nondecimated wavelet transform | image.wd |
Produce image representation of a wst class object | image.wst |
Two-dimensional wavelet transform (decomposition). | imwd |
Two-dimensional wavelet decomposition objects. | imwd.object |
Two-dimensional compressed wavelet decomposition objects. | imwdc.object |
Inverse two-dimensional wavelet transform. | imwr |
Inverse two-dimensional discrete wavelet transform. | imwr.imwd |
Inverse two-dimensional discrete wavelet transform. | imwr.imwdc |
Generic basis inversion for libraries | InvBasis |
Invert a wp library representation with a particular basis spec | InvBasis.wp |
Invert a wst library representation with a basis specification | InvBasis.wst |
Inductance plethysmography data. | ipd |
Compute inner product matrix of discrete non-decimated autocorrelation wavelets. | ipndacw |
Irregular wavelet transform (decomposition). | irregwd |
Irregular wavelet decomposition objects. | irregwd.objects |
Generic function to detect whether object is from an early version | IsEarly |
Detects whether object is from an earlier version of WaveThresh | IsEarly.default |
Function to detect whether a wd object is from WaveThresh2 or not | IsEarly.wd |
Decides whether vector elements are integral powers of two (returns NA if not). | IsPowerOfTwo |
Compute L2 distance between two vectors of numbers. | l2norm |
John Lennon image. | lennon |
Subsidiary routine that generates a particular permutation | levarr |
Compute L infinity distance between two vectors of numbers. | linfnorm |
Compute Nason and Silverman smoothed wavelet periodogram. | LocalSpec |
Compute Nason and Silverman raw or smoothed wavelet periodogram. | LocalSpec.wd |
Obsolete function (use ewspec) | LocalSpec.wst |
Take the logarithm of the squares of the argument | logabs |
Simulate arbitrary locally stationary wavelet process. | LSWsim |
Convert desired level and orientation into code used by imwd | lt.to.name |
Compute square of median absolute deviation (mad) function. | madmad |
Compute diagonal of the matrix WWT | make.dwwt |
Interpolate data to a grid. | makegrid |
Help page for a function | makewpstDO |
Make a wavelet packet regression object from a dependent and independent time series variable. | makewpstRO |
Make Node Vector (using Coifman-Wickerhauser best-basis type algorithm) | MaNoVe |
Make Node Vector (using Coifman-Wickerhauser best-basis type algorithm) on wavelet packet object | MaNoVe.wp |
Make Node Vector (using Coifman-Wickerhauser best-basis type algorithm) on nondecimated wavelet transform object | MaNoVe.wst |
Provide filter coefficients for multiple wavelets. | mfilter.select |
Build a first/last database for multiple wavelet transforms. | mfirst.last |
Generic function to upgrade a V2 WaveThresh object to V4 | modernise |
Modernise a wd class object | modernise.wd |
Multiwavelet postfilter | mpostfilter |
Multiwavelet prefilter | mprefilter |
Discrete multiple wavelet transform (decomposition). | mwd |
Multiple wavelet decomposition object (1D) | mwd.object |
Multiple discrete wavelet transform (reconstruction). | mwr |
Version of sure that acts as subsidiary for threshold.irregwd | newsure |
Returns number of scale (resolution) levels. | nlevelsWT |
Returns number of levels associated with an object | nlevelsWT.default |
Set whole resolution levels of coefficients equal to zero. | nullevels |
Sets whole resolution levels of coefficients equal to zero in a imwd object. | nullevels.imwd |
Sets whole resolution levels of coefficients equal to zero in a wd object. | nullevels.wd |
Sets whole resolution levels of coefficients equal to zero in a wst object. | nullevels.wst |
Convert an index number into a node vector object. | numtonv |
Node vector objects. | nv.object |
Draw a picture of the 2D wavelet coefficients using image | plot.imwd plot.imwdc |
Plot variance factors of wavelet transform coefficients for irregularly spaced wavelet transform object | plot.irregwd |
Use plot on an mwd object. | plot.mwd |
Depict wavelet packet basis specfication | plot.nvwp |
Plot wavelet transform coefficients. | plot.wd |
Plot wavelet packet transform coefficients | plot.wp |
Plot packet-ordered non-decimated wavelet transform coefficients. | plot.wst |
Plot packet-ordered 2D non-decimated wavelet coefficients. | plot.wst2D |
Plot the wavelet coefficients of a p.d.f. | plotdenwd |
Sets up a high level plot ready to show the time-frequency plane and wavelet packet basis slots | plotpkt |
Print top best basis information for BP class object | print.BP |
Print out information about an imwd object in readable form. | print.imwd |
Print out information about an imwdc object in readable form. | print.imwdc |
Use print() on a mwd object. | print.mwd |
Print a node vector object, also used by several other functions to obtain packet list information | print.nv |
Print a wavelet packet node vector object, also used by several other functions to obtain packet list information | print.nvwp |
Print method for printing w2d class objects | print.w2d |
Print a w2m class object | print.w2m |
Print out information about an wd object in readable form. | print.wd |
Print out information about an wd3D object in a readable form. | print.wd3D |
Print out information about an wd object in readable form. | print.wp |
Prints out basic information about a wpst class object | print.wpst |
Prints some information about a wpstCL object | print.wpstCL |
Print information about a wpstDO class object | print.wpstDO |
Print a wpstRO class object | print.wpstRO |
Print out information about an wst object in readable form. | print.wst |
Print out information about an wst2d object in a readable form. | print.wst2D |
Compute discrete autocorrelation wavelets. | PsiJ |
Compute discrete autocorrelation wavelets but return result in matrix form. | PsiJmat |
Return a PsiJ list object style name. | Psiname |
Put smoothed data (father wavelet) coefficients into wavelet structure | putC |
Put smoothed data into wavelet structure | putC.mwd |
Puts a whole resolution level of father wavelet coeffients into wd wavelet object. | putC.wd |
Warning function when trying to insert father wavelet coefficients into wavelet packet object (wp). | putC.wp |
Puts a whole resolution level of father wavelet coeffients into wst wavelet object. | putC.wst |
Put mother wavelet coefficients into wavelet structure | putD |
Put wavelet coefficients into multiple wavelet structure | putD.mwd |
Puts a whole resolution level of mother wavelet coeffients into wd wavelet object. | putD.wd |
Put wavelet coefficient array into a 3D wavelet object | putD.wd3D |
Puts a whole resolution level of wavelet packet coeffients into wp wavelet object. | putD.wp |
Puts a whole resolution level of mother wavelet coeffients into wst wavelet object. | putD.wst |
Check argument list for putD.wd3D | putDwd3Dcheck |
Insert a packet of coefficients into a wavelet object. | putpacket |
Inserts a packet of coefficients into a wavelet packet object (wp). | putpacket.wp |
Put a packet of coefficients into a packet ordered non-decimated wavelet object (wst). | putpacket.wst |
Replace packet of coefficients in a two-dimensional non-decimated wavelet object (wst2D). | putpacket.wst2D |
Computes robust estimate of covariance matrix | rcov |
Real Fast Fourier transform | rfft |
Inverse real FFT, inverse of rfft | rfftinv |
Weight a Fourier series sequence by a set of weights | rfftwt |
Set coarse levels of a wavelets on the interval transform object to zero | rm.det |
Search for existing ipndacw matrices. | rmget |
Return a ipndacw matrix style name. | rmname |
Cyclically shift a vector one place to the right | rotateback |
Compute mean residual sum of squares for odd prediction of even ordinates and vice versa | rsswav |
Compute scaling functions on internally predefined grid | ScalingFunction |
Compute Shannon entropy | Shannon.entropy |
Compute and return simulated chirp function. | simchirp |
Compute sum of squares difference between two vectors | ssq |
Print out some basic information associated with an imwd object | summary.imwd |
Print out some basic information associated with an imwdc object | summary.imwdc |
Use summary() on a mwd object. | summary.mwd |
Print out some basic information associated with a wd object | summary.wd |
Print out some basic information associated with a wd3D object | summary.wd3D |
Print out some basic information associated with a wp object | summary.wp |
Print out some basic information associated with a wpst object | summary.wpst |
Print out some basic information associated with a wst object | summary.wst |
Print out some basic information associated with a wst2D object | summary.wst2D |
Returns support of compactly supported wavelets. | support |
Computes the minimum of the SURE thresholding function | sure |
Picture of a teddy bear's picnic. | teddy |
Test functions for wavelet regression and thresholding | test.dataCT |
Threshold coefficients | threshold |
Threshold two-dimensional wavelet decomposition object | threshold.imwd |
Threshold two-dimensional compressed wavelet decomposition object | threshold.imwdc |
hold irregularly spaced wavelet decomposition object | threshold.irregwd |
Use threshold on an mwd object. | threshold.mwd |
Threshold (DWT) wavelet decomposition object | threshold.wd |
Threshold 3D DWT object | threshold.wd3D |
Threshold wavelet packet decomposition object | threshold.wp |
Threshold (NDWT) packet-ordered non-decimated wavelet decomposition object | threshold.wst |
Subsidiary routines for Ogden and Parzen's wavelet shrinkage methods | TOgetthrda1 TOgetthrda2 TOkolsmi.chi2 TOonebyone1 TOonebyone2 TOshrinkit |
Data analytic wavelet thresholding routine | TOthreshda1 |
Data analytic wavelet thresholding routine | TOthreshda2 |
Tensor product 2D wavelet transform | tpwd |
Inverse tensor product 2D wavelet transform. | tpwr |
Uncompress objects | uncompress |
Undo zero run-length encoding for a vector. | uncompress.default |
Uncompress an imwdc class object | uncompress.imwdc |
Interactive graphical tool to grow a wavelet synthesis | wavegrow |
Wavelet cross-validation | WaveletCV |
Wavelet transform (decomposition). | wd |
Compute specialized wavelet transform for density estimation | wd.dh |
Computes "wavelets on the interval" transform | wd.int |
Wavelet decomposition objects | wd.object |
Three-dimensional discrete wavelet transform | wd3D |
Three-dimensional wavelet object | wd3D.object |
Obsolete function supposedly detailed history of object | Whistory |
Obsolete function: as Whistory, but for wst objects | Whistory.wst |
Wavelet packet transform. | wp |
Wavelet Packet decomposition objects. | wp.object |
Non-decimated wavelet packet transform. | wpst |
Reshape/reformat packet coefficients into a multivariate data set | wpst2discr |
Converts a nondecimated wavelet packet object to a (large) matrix with packets stored as columns | wpst2m |
Predict values using new time series values via a non-decimated wavelet packet discrimination object. | wpstCLASS |
Construct data frame using new time series using information from a previously constructed wpstRO object | wpstREGR |
Wavelet reconstruction (inverse DWT). | wr |
Computes inverse "wavelets on the interval" transform. | wr.int |
Multiple wavelet reconstruction for mwd objects | wr.mwd |
Wavelet reconstruction for wd class objects (inverse discrete wavelet transform). | wr.wd |
Inverse DWT for 3D DWT object. | wr3D |
Packet-ordered non-decimated wavelet transform. | wst |
(Packet ordered) Nondecimated wavelet transform decomposition objects. | wst.object |
(Packet-ordered) 2D non-decimated wavelet transform. | wst2D |
(Packet ordered) Two-dimensional nondecimated wavelet transform decomposition objects. | wst2D.object |
Performs two-fold cross-validation estimation using packet-ordered non-decimated wavelet transforms and one, global, threshold. | wstCV |
Performs two-fold cross-validation estimation using packet-ordered non-decimated wavelet transforms and a (vector) level-dependent threshold. | wstCVl |
Environment that exists to store intermediate calculations for re-use within the same R session. | WTEnv |
Computes estimate of error for function estimate. | wvcvlrss |
Compute moments of wavelets or scaling function | wvmoments |
Prints out the release number of the WaveThresh package | wvrelease |