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NEWS
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fdapace v0.6.0 (Release date: 02-Jul-2024)
=============
Changes:
* Remove the old FLM function
* Update FLM1 function and its documentation, which is now the FLM function
* Add FLMCI function to construct confidence intervals for functional linear models
* Change @docType package to _PACKAGE in R/pkgname.R
* Add title and legend to CreateModeOfVarPlot function
* Update figure titles in several plot functions (capitalize only the first word)
fdapace v0.5.9 (Release date: 15-Aug-2022)
=============
Changes:
* Update FLM documentation and output
* Add permutation test and R2 measure for FLM function
* Add FLM1 function
* Improve description of Lwls2D function
* Add checks for time gaps in CheckData function
fdapace v0.5.8 (Release date: 22-Nov-2021)
=============
Changes:
* Option for correlation surface output
* Option for correlation surface plot
* Default option for score estimation set to vanilla
* Minor bug fixes in FPCA
* Updated FLM documentation and output
* Added vignette.
fdapace v0.5.7 (Release date: 17-May-2021)
=============
Changes:
* Option for eigenfunctions/values without score estimation
* Options for covariance surface output
* Minor bug fixes in FPCA edge cases.
fdapace v0.5.6 (Release date: 10-Jan-2021)
=============
Changes:
* Updated FPCA methods for DenseWithMV dataType.
* Minor changes to FPCA and predict.FPCA defaults and documentation.
fdapace v0.5.5 (Release date: 25-July-2020)
=============
Changes:
* Updated documentation for FPCA and DynCorr.
* Added GetMeanCI for confidence bands.
* Added `deduplicate` argument to MakeFPCAInputs.
* Updated predict.FPCA to handle the prediction of new curves.
* Added GetMeanCurve and GetCovSurface, which modularize the FPCA routine.
* Adjusted FPCA dataType selection methods.
fdapace v0.5.4 (Release date: 17-June-2020)
=============
Changes:
* Updated documentation for FPCA and FCReg.
* Fixed citations in vignette.
* Altered dataType selection in isRegular.
fdapace v0.5.3 (Release date: 14-May-2020)
=============
Changes:
* Updated documentation for FPCA, FCReg, and FLM.
* Bug fix regarding truncation method for FPCA.
fdapace v0.5.2 (Release date: 13-Feb-2020)
=============
Changes:
* Updated documentation for FPCA, FCReg, and VCAM.
* Multiple minor bug fixes and improvements for user friendliness.
fdapace v0.5.1 (Release date: 26-Sep-2019)
=============
Changes:
* Reset the default working grid of FPCA.
* Multiple minor bug fixes.
fdapace v0.5.0 (Release date: 21-Aug-2019)
=============
New functionality:
* Added quantile regression (FPCQuantile).
* Added functional additive models (TVAM, VCAM).
* Merged functional linear regression with both scalar and functional response (FLM, removed FPCReg).
* Added dynamic correlation (DynCorr).
* Added confidence band for individual prediction in FPCA.
Changes:
* Added usergrid option to FPCA. Modularized FPCA subroutines.
* Fixed bug in WFDA.
* Multiple minor bug fixes.
fdapace v0.4.1 (Release date: 19-Mar-2019)
=============
New functionality:
* Added functional additive models (MultiFAM, TVAMSBFitting, SBFitting).
* Added stringing (Stringing).
* Added functonal linear regression with functional response (FPCReg).
Changes:
* Dropped argument `k` from SelectK.
* Vignette in HTML.
* FClust functionality uses `EMCluster` instead `Rmixmod`.
* Multiple minor bug fixes.
fdapace v0.3.0 (Release date: 25-Jan-2017)
=============
New functionality:
* Added obsOnly option to CreatePathPlot.
* Added derivative estimators (FPCAder, fitted.FPCAder)
* Added functional concurrent correlation (FCCor).
* Added pairwise curve synchronization for functional data (WFDA).
* Added optimal designs for longitudinal or functional data (FOptDes).
* Miscellaneous update to utility functions (CreateBasis, MakeSparseGP)
Changes:
* Covariance GCV bandwidth is modified to prevent oversmoothing.
* "Diagnostic plots" are renamed.
* GetNormalisedSample now uses fitted covariance.
fdapace v0.2.5 (Release date: 14-Jul-2016)
=============
Changes:
* `K` is used for specifying the number of components in functions such as SelectK, fitted, CreatePathPlot, CreateFuncBoxPlot, etc, instead of `k`.
* GetCrCovYX is sped up.
Minors:
* Improved the legend placing in CreateDesignPlot.
* Plot functions no longer show warnings.
* Changed clustering example in vignettes.
Minors:
* Improved the legend placing in CreateDesignPlot.
* Plot functions no longer show warnings.
fdapace v0.2.0 (Release date: 17-Jun-2016)
==============
New functionality:
* Addition of Functional Variance Process Analysis (FVPA.R), Functional Clustering (FClust.R) and Functional Singular Value Decomposition (FSVD.R) functionality.
Changes:
* Minor changes to the interface of functions FPCA.R and FCReg.R.
* New internal C++ smoother used.
* General improvements and bug fixes.
* Vignette with knitr.
fdapace v0.1.1 (Release data: 15-Mar-2016)
==============
* Initial release