Other packages > Find by keyword >

SCEM  

Splitting-Coalescence-Estimation Method
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SCEM", "1.1.0")



Attach the package and use:
library("SCEM")
Maintained by
Kyung Serk Cho
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-08-06
Latest Update:
Description:
We introduce improved methods for statistically assessing birth seasonality and intra-annual variation. The first method we propose is a new idea that uses a nonparametric clustering procedure to group individuals with similar time series data and estimate birth seasonality based on the clusters. One can use the function SCEM() to implement this method. The second method estimates input parameters for use with a previously-developed parametric approach (Tornero et al., 2013). The relevant code for this approach is makeFits_OLS(), while makeFits_initial() is the code to implement the same method but with given initial conditions for two parameters. The latter can be used to show the disadvantage of the existing approach. One can use the function makeFits() to generate parametric birth seasonality estimates using either initialization. Detailed description can be found here: Chazin Hannah, Soudeep Deb, Joshua Falk, and Arun Srinivasan. (2019) "New Statistical Approaches to Intra-Individual Isotopic Analysis and Modeling Birth Seasonality in Studies of Herd Animals." .
How to cite:
Kyung Serk Cho (2021). SCEM: Splitting-Coalescence-Estimation Method. R package version 1.1.0, https://cran.r-project.org/web/packages/SCEM. Accessed 27 Jun. 2026.
Previous versions and publish date:
1.0.0 (2021-08-06 10:10), 1.1.0 (2021-09-02 09:20)
Other packages that cited SCEM R package
View SCEM citation profile
Other R packages that SCEM depends, imports, suggests or enhances
Complete documentation for SCEM
Functions, R codes and Examples using the SCEM R package
Some associated functions: EBIC . EstTrend . SCEM . SCalgo . calculateRSS . convertParameters . data-armenia . iteration . kernel . makeFits . makeFits_OLS . makeFits_initial . sineFit . sine_OLS . sine_initial . 
Some associated R codes: EBIC.R . EstTrend.R . SCEM.R . SCalgo.R . calculateRSS.R . convertParameters.R . iteration.R . kernel.R . makeFits.R . makeFits_OLS.R . makeFits_initial.R . sineFit.R . sine_OLS.R . sine_initial.R .  Full SCEM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AHSurv  
Flexible Parametric Accelerated Hazards Models
Flexible parametric Accelerated Hazards (AH) regression models in overall and relative survival fram ...
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  
PeakSegOptimal  
Optimal Segmentation Subject to Up-Down Constraints
Computes optimal changepoint models using the Poisson likelihood for non-negative count data, subj ...
Download / Learn more Package Citations See dependency  
assert  
Validate Function Arguments
Lightweight validation tool for checking function arguments and validating data analysis scripts. T ...
Download / Learn more Package Citations See dependency  
AzureKeyVault  
Key and Secret Management in 'Azure'
Manage keys, certificates, secrets, and storage accounts in Microsoft's 'Key Vault' service: ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,487

Author Associations

27,536

Publication Badges

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