Package: SIMle 0.1.0

SIMle: Estimation and Inference for General Time Series Regression

We provide functions for estimation and inference of nonlinear and non-stationary time series regression using the sieve methods and bootstrapping procedure.

Authors:Xiucai Ding [aut, cre, cph], Chen Qian [aut, cph]

SIMle_0.1.0.tar.gz
SIMle_0.1.0.zip(r-4.5)SIMle_0.1.0.zip(r-4.4)SIMle_0.1.0.zip(r-4.3)
SIMle_0.1.0.tgz(r-4.4-any)SIMle_0.1.0.tgz(r-4.3-any)
SIMle_0.1.0.tar.gz(r-4.5-noble)SIMle_0.1.0.tar.gz(r-4.4-noble)
SIMle_0.1.0.tgz(r-4.4-emscripten)SIMle_0.1.0.tgz(r-4.3-emscripten)
SIMle.pdf |SIMle.html✨
SIMle/json (API)
NEWS

# Install 'SIMle' in R:

install.packages('SIMle', repos = c('https://xcding1212.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.30 score 3 scripts 130 downloads 18 exports 73 dependencies

Last updated 1 years agofrom:8310c0f114. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 04 2024
R-4.5-win	OK	Nov 04 2024
R-4.5-linux	OK	Nov 04 2024
R-4.4-win	OK	Nov 04 2024
R-4.4-mac	OK	Nov 04 2024
R-4.3-win	OK	Nov 04 2024
R-4.3-mac	OK	Nov 04 2024

Exports:auto.exact.test auto.fit auto.homo.test auto.SCR auto.sep.test bs.gene.trans bs.plot.trans cv.plot cv.res exact.test fit.plot fix.fit fix.SCR homo.test scr.plot sep.test series.predict test.plot

Dependencies:askpass base64enc bitops bslib cachem cli colorspace cpp11 crosstalk curl data.table digest dplyr evaluate fansi farver fastmap fontawesome fs generics ggplot2 glue gtable highr htmltools htmlwidgets httr isoband jquerylib jsonlite knitr labeling later lattice lazyeval lifecycle magrittr MASS Matrix memoise mgcv mime munsell nlme openssl pillar pkgconfig plotly promises purrr R6 rappdirs RColorBrewer Rcpp RCurl rlang rmarkdown sass scales Sie2nts stringi stringr sys tibble tidyr tidyselect tinytex utf8 vctrs viridisLite withr xfun yaml

how-to-use

Rendered fromhow-to-use.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2023-10-10
Started: 2023-10-10

my-vignette

Rendered frommy-vignette.Rmdusingknitr::rmarkdownon Nov 04 2024.

Last update: 2023-10-10
Started: 2023-10-10

Citation

Readme and manuals

Help Manual

Help page	Topics
Automated exact form test	auto.exact.test
Automated estimation of nonlinear time series regression	auto.fit
Automated time-homogeneity test	auto.homo.test
Automated creation of a Simultaneous Confidence Region (SCR) for the estimated function	auto.SCR
Automated separability test	auto.sep.test
Generate Mapping Basis	bs.gene.trans
Plots of mapping basis	bs.plot.trans
Visualization of the cross-validation results	cv.plot
Cross validation result by specific criteria	cv.res
Exact form test	exact.test
Visualization of estimation	fit.plot
User-specified estimation of nonlinear time series regression	fix.fit
User-specified creation of a Simultaneous Confidence Region (SCR) for the estimated function	fix.SCR
User-specified time-homogeneity test	homo.test
Visualization of simultaneous confidence region (SCR)	scr.plot
User-specified separability test	sep.test
Predicting time series with 1 step	series.predict
Visulization of Simultaneous Confidence Region(SCR) for test result	test.plot