bhlab / popest_clstr

Codes to run the hierarchical clustering model to estimate number of groups and group-size

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popest_clstr

Codes to run the hierarchical clustering model to estimate number of groups and group-size. The code uses two dataset, the spatial location of the capture and the maximum number of individuals captured at the location.

I used the WeightedCluster (http://mephisto.unige.ch/weightedcluster/), factoextra (https://rpkgs.datanovia.com/factoextra/index.html) and Nbclust (https://cran.r-project.org/web/packages/NbClust/index.html) package in R for the analysis.

library(WeightedCluster)
library(factoextra)
library(NbClust)

The dataset requird need to have the following format,

Latitude Longtitude Number of indiviudals 
                        photo-captured
20.27764  79.38614  4
20.29808  79.37403  3
20.252    79.38497  1
20.32906  79.29086  2
20.33533  79.34514  2
20.36006  79.31292  3

Running clustering with the data

x<- cbind(Longitude, Latitude)
dst <-dist(x)
clstr <- hclust(dst, method = "complete", members = Number of individuals)

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Codes to run the hierarchical clustering model to estimate number of groups and group-size


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