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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]
First Published: 2021-08-06
Latest Update: 2021-09-02
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 29 Mar. 2025.
Previous versions and publish date:
1.0.0 (2021-08-06 10:10)
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
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