Package: tf 0.3.4
Fabian Scheipl
tf: S3 Classes and Methods for Tidy Functional Data
Defines S3 vector data types for vectors of functional data (grid-based, spline-based or functional principal components-based) with all arithmetic and summary methods, derivation, integration and smoothing, plotting, data import and export, and data wrangling, such as re-evaluating, subsetting, sub-assigning, zooming into sub-domains, or extracting functional features like minima/maxima and their locations. The implementation allows including such vectors in data frames for joint analysis of functional and scalar variables.
Authors:
tf_0.3.4.tar.gz
tf_0.3.4.zip(r-4.5)tf_0.3.4.zip(r-4.4)tf_0.3.4.zip(r-4.3)
tf_0.3.4.tgz(r-4.4-any)tf_0.3.4.tgz(r-4.3-any)
tf_0.3.4.tar.gz(r-4.5-noble)tf_0.3.4.tar.gz(r-4.4-noble)
tf_0.3.4.tgz(r-4.4-emscripten)tf_0.3.4.tgz(r-4.3-emscripten)
tf.pdf |tf.html✨
tf/json (API)
NEWS
| # Install 'tf' in R: |
| install.packages('tf', repos = c('https://tidyfun.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidyfun/tf/issues
Last updated 18 days agofrom:f245b9ed32. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 29 2024 |
| R-4.5-win | OK | Aug 29 2024 |
| R-4.5-linux | OK | Aug 29 2024 |
| R-4.4-win | OK | Aug 29 2024 |
| R-4.4-mac | OK | Aug 29 2024 |
| R-4.3-win | OK | Aug 29 2024 |
| R-4.3-mac | OK | Aug 29 2024 |
Exports:%inr%as.tfbas.tfdas.tfd_irregensure_listin_rangeis_irregis_regis_tfis_tfbis_tfb_fpcis_tfb_splineis_tfdis_tfd_irregis_tfd_regprep_plotting_argsdtf_anywheretf_approx_fill_extendtf_approx_lineartf_approx_locftf_approx_nocbtf_approx_nonetf_approx_splinetf_argtf_arg<-tf_basistf_counttf_crosscortf_crosscovtf_depthtf_derivetf_domaintf_domain<-tf_evaluatetf_evaluationstf_evaluatortf_evaluator<-tf_fmaxtf_fmeantf_fmediantf_fmintf_frangetf_fsdtf_fvartf_fwisetf_integratetf_interpolatetf_jiggletf_rebasetf_rgptf_smoothtf_sparsifytf_wheretf_zoomtfbtfb_fpctfb_splinetfdunique_idvarvec_cast.tfb_splinevec_cast.tfd_irregvec_cast.tfd_regvec_ptype2.tfb_fpcvec_ptype2.tfb_splinevec_ptype2.tfd_irregvec_ptype2.tfd_reg
Dependencies:backportscheckmatecligluelatticelifecyclemagrittrMatrixmgcvmvtnormnlmepracmapurrrrlangvctrszoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Convert functional data back to tabular data formats | as.data.frame.tf as.function.tf as.matrix.tf |
| Turns any object into a list | ensure_list |
| Eigenfunctions via weighted, regularized SVD | fpc_wsvd fpc_wsvd.data.frame fpc_wsvd.matrix |
| Summarize each 'tf' in a vector | functionwise tf_crosscor tf_crosscov tf_fmax tf_fmean tf_fmedian tf_fmin tf_frange tf_fsd tf_fvar tf_fwise |
| Find out if values are inside given bounds | %inr% in_range |
| Math, Summary and Ops Methods for 'tf' | !=.tfb !=.tfd ==.tfb ==.tfd cummax.tfb cummax.tfd cummin.tfb cummin.tfd cumprod.tfb cumprod.tfd cumsum.tfb cumsum.tfd Math.tfb Math.tfd Ops.tf Ops.tfb Ops.tfd Summary.tf |
| 'base' plots for 'tf's | lines.tf plot.tf points.tf |
| Preprocess evaluation grid for plotting | prep_plotting_arg |
| Pretty printing and formatting for functional data | format.tf print.tf print.tfb print.tfd_irreg print.tfd_reg |
| Inter- and extrapolation functions for 'tfd'-objects | tf_approx_fill_extend tf_approx_linear tf_approx_locf tf_approx_nocb tf_approx_none tf_approx_spline |
| Utility functions for 'tf'-objects | coef.tfb is.na.tf is.na.tfd_irreg is_irreg is_reg is_tf is_tfb is_tfb_fpc is_tfb_spline is_tfd is_tfd_irreg is_tfd_reg rev.tf tf_arg tf_arg<- tf_arg<-.tfb tf_arg<-.tfd_irreg tf_arg<-.tfd_reg tf_basis tf_count tf_domain tf_domain<- tf_evaluations tf_evaluator tf_evaluator<- |
| Functional Data Depth | tf_depth tf_depth.matrix tf_depth.tf |
| Differentiating functional data: approximating derivative functions | tf_derive tf_derive.matrix tf_derive.tfb_fpc tf_derive.tfb_spline tf_derive.tfd |
| Evaluate 'tf'-vectors for given argument values | tf_evaluate tf_evaluate.default tf_evaluate.tfb tf_evaluate.tfd |
| Integrals and anti-derivatives of functional data | tf_integrate tf_integrate.default tf_integrate.tfb tf_integrate.tfd |
| Re-evaluate 'tf'-objects on a new grid of argument values. | tf_interpolate tf_interpolate.tfb tf_interpolate.tfd |
| Make a 'tf' (more) irregular | tf_jiggle tf_sparsify |
| Change (basis) representation of a 'tf'-object | tf_rebase tf_rebase.tfb tf_rebase.tfd |
| Gaussian Process random generator | tf_rgp |
| Simple smoothing of 'tf' objects | tf_smooth tf_smooth.tfb tf_smooth.tfd |
| Find out where functional data fulfills certain conditions. | tf_anywhere tf_where |
| Functions to zoom in/out on functions | tf_zoom tf_zoom.tfb tf_zoom.tfb_fpc tf_zoom.tfd |
| Constructors for functional data in basis representation | as.tfb tfb tfb_wavelet |
| Functional data in FPC-basis representation | tfb_fpc tfb_fpc.data.frame tfb_fpc.default tfb_fpc.matrix tfb_fpc.numeric tfb_fpc.tf |
| Spline-based representation of functional data | tfb_spline tfb_spline.data.frame tfb_spline.default tfb_spline.list tfb_spline.matrix tfb_spline.numeric tfb_spline.tfb tfb_spline.tfd |
| Accessing, evaluating, subsetting and subassigning 'tf' vectors | tfbrackets [.tf [<-.tf |
| Constructors for vectors of "raw" functional data | as.tfd as.tfd_irreg tfd tfd.data.frame tfd.default tfd.list tfd.matrix tfd.numeric tfd.tf |
| Functions that summarize 'tf' objects across argument values | mean.tf median.tf sd sd.default sd.tf summary.tf tfsummaries var var.default var.tf |
| Make syntactically valid unique names | unique_id |
| 'vctrs' methods for 'tf' objects | vctrs vec_cast.tfb_fpc vec_cast.tfb_fpc.tfb_fpc vec_cast.tfb_fpc.tfb_spline vec_cast.tfb_fpc.tfd_irreg vec_cast.tfb_fpc.tfd_reg vec_cast.tfb_spline vec_cast.tfb_spline.tfb_fpc vec_cast.tfb_spline.tfb_spline vec_cast.tfb_spline.tfd_irreg vec_cast.tfb_spline.tfd_reg vec_cast.tfd_irreg vec_cast.tfd_irreg.tfb_fpc vec_cast.tfd_irreg.tfb_spline vec_cast.tfd_irreg.tfd_irreg vec_cast.tfd_irreg.tfd_reg vec_cast.tfd_reg vec_cast.tfd_reg.tfb_fpc vec_cast.tfd_reg.tfb_spline vec_cast.tfd_reg.tfd_irreg vec_cast.tfd_reg.tfd_reg vec_ptype2.tfb_fpc vec_ptype2.tfb_fpc.tfb_fpc vec_ptype2.tfb_fpc.tfb_spline vec_ptype2.tfb_fpc.tfd_irreg vec_ptype2.tfb_fpc.tfd_reg vec_ptype2.tfb_spline vec_ptype2.tfb_spline.tfb_fpc vec_ptype2.tfb_spline.tfb_spline vec_ptype2.tfb_spline.tfd_irreg vec_ptype2.tfb_spline.tfd_reg vec_ptype2.tfd_irreg vec_ptype2.tfd_irreg.tfb_fpc vec_ptype2.tfd_irreg.tfb_spline vec_ptype2.tfd_irreg.tfd_irreg vec_ptype2.tfd_irreg.tfd_reg vec_ptype2.tfd_reg vec_ptype2.tfd_reg.tfb_fpc vec_ptype2.tfd_reg.tfb_spline vec_ptype2.tfd_reg.tfd_irreg vec_ptype2.tfd_reg.tfd_reg |
