Other packages > Find by keyword >

TCIU  

Spacekime Analytics, Time Complexity and Inferential Uncertainty
View on CRAN: Click here


Download and install TCIU package within the R console
Install from CRAN:
install.packages("TCIU")

Install from Github:
library("remotes")
install_github("cran/TCIU")

Install by package version:
library("remotes")
install_version("TCIU", "1.2.7")



Attach the package and use:
library("TCIU")
Maintained by
Yueyang Shen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-08-27
Latest Update: 2023-05-04
Description:
Provide the core functionality to transform longitudinal data to complex-time (kime) data using analytic and numerical techniques, visualize the original time-series and reconstructed kime-surfaces, perform model based (e.g., tensor-linear regression) and model-free classification and clustering methods in the book Dinov, ID and Velev, MV. (2021) "Data Science: Time Complexity, Inferential Uncertainty, and Spacekime Analytics", De Gruyter STEM Series, ISBN 978-3-11-069780-3. <https://www.degruyter.com/view/title/576646>. The package includes 18 core functions which can be separated into three groups. 1) draw longitudinal data, such as Functional magnetic resonance imaging(fMRI) time-series, and forecast or transform the time-series data. 2) simulate real-valued time-series data, e.g., fMRI time-courses, detect the activated areas, report the corresponding p-values, and visualize the p-values in the 3D brain space. 3) Laplace transform and kimesurface reconstructions of the fMRI data.
How to cite:
Yueyang Shen (2020). TCIU: Spacekime Analytics, Time Complexity and Inferential Uncertainty. R package version 1.2.7, https://cran.r-project.org/web/packages/TCIU. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0.0 (2020-08-27 16:40), 1.1.0 (2020-09-18 14:00), 1.2.0 (2021-04-30 17:10), 1.2.1 (2022-11-01 01:40), 1.2.2 (2023-02-27 21:02), 1.2.4 (2023-10-06 18:20), 1.2.5 (2024-03-08 18:00), 1.2.6 (2024-05-18 01:40)
Other packages that cited TCIU R package
View TCIU citation profile
Other R packages that TCIU depends, imports, suggests or enhances
Complete documentation for TCIU
Functions, R codes and Examples using the TCIU R package
Full TCIU package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  
telemac  
R Interface to the TELEMAC Model Suite
An R interface to the TELEMAC suite for modelling of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,311

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA