Package: dfrr 0.1.0

Fatemeh Asgari

dfrr: Dichotomized Functional Response Regression

Implementing Function-on-Scalar Regression model in which the response function is dichotomized and observed sparsely. This package provides smooth estimations of functional regression coefficients and principal components for the dfrr model.

Authors:Fatemeh Asgari [aut, cre], Saeed Hayati [aut, ctb]

dfrr_0.1.0.tar.gz
dfrr_0.1.0.zip(r-4.5)dfrr_0.1.0.zip(r-4.4)dfrr_0.1.0.zip(r-4.3)
dfrr_0.1.0.tgz(r-4.4-any)dfrr_0.1.0.tgz(r-4.3-any)
dfrr_0.1.0.tar.gz(r-4.5-noble)dfrr_0.1.0.tar.gz(r-4.4-noble)
dfrr_0.1.0.tgz(r-4.4-emscripten)dfrr_0.1.0.tgz(r-4.3-emscripten)
dfrr.pdf |dfrr.html✨
dfrr/json (API)

# Install 'dfrr' in R:

install.packages('dfrr', repos = c('https://asgari-fatemeh.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/asgari-fatemeh/dfrr/issues

Datasets:

madras - Madras Longitudinal Schizophrenia Study.

On CRAN:

5 exports 1 stars 0.74 score 93 dependencies 270 downloads

Last updated 4 years agofrom:191f47b930. Checks:OK: 1 NOTE: 6. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Aug 24 2024
R-4.5-win	NOTE	Aug 24 2024
R-4.5-linux	NOTE	Aug 24 2024
R-4.4-win	NOTE	Aug 24 2024
R-4.4-mac	NOTE	Aug 24 2024
R-4.3-win	NOTE	Aug 24 2024
R-4.3-mac	NOTE	Aug 24 2024

Exports:basis dfrr fpca qq simulate_simple_dfrr

Dependencies:ash askpass base64enc bitops bslib cachem cli cluster colorspace cpp11 crosstalk curl data.table deSolve digest dplyr evaluate fansi farver fastmap fda fds FNN fontawesome fs generics ggplot2 glue gmm gtable hdrcde highr htmltools htmlwidgets httr isoband jquerylib jsonlite kernlab KernSmooth knitr ks labeling later lattice lazyeval lifecycle locfit magrittr MASS Matrix mclust memoise mgcv mime multicool munsell mvtnorm nlme openssl pcaPP pillar pkgconfig plotly pracma promises purrr R6 rainbow rappdirs RColorBrewer Rcpp RCurl rlang rmarkdown sandwich sass scales stringi stringr sys tibble tidyr tidyselect tinytex tmvtnorm utf8 vctrs viridisLite withr xfun yaml zoo

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
dfrr: Dichotomized Functional Response Regression	dfrr-package _PACKAGE
Get the basis functions from a dfrr-object	basis
Get estimated coefficients from a dfrr fit	coef.dfrr
Dichotomized Functional Response Regression	dfrr
Obtain fitted curves for a dfrr model	fitted.dfrr
Functional principal component analysis of a dfrr fit	fpca
Madras Longitudinal Schizophrenia Study.	madras
Obtain model matrix for a dfrr fit	model.matrix.dfrr
Plot dfrr coefficients	plot.coef.dfrr
Plot a dfrr fit	plot.dfrr
Plot dfrr fitted latent functions	plot.fitted.dfrr
Plot dfrr functional principal components	plot.fpca.dfrr
Plot dfrr predictions	plot.predict.dfrr
QQ-plot for dfrr residuals	plot.residuals.dfrr qq.dfrr
Prediction for dichotomized function-on-scalar regression	predict.dfrr
qq-plot Generic function	qq
Obtain residuals for a dfrr model	residuals.dfrr
Simulating a Simple 'dfrr' Model	simulate_simple_dfrr
Summary for a dfrr fit	summary.dfrr