I develop a theory of asymptotic inference for the Lorenz curve and the Gini coefficient for testing economic inequality when the data come from stratified and clustered household surveys with large number of clusters per stratum.
All experiments produced a large number of clusters.
For the image datasets the estimates are significantly higher because of large number of clusters.
Note that a large number of clusters may weaken the representativeness of scenarios.
Undoubtedly, a large number of clusters are needed to capture the entire space time variability as reflected in Fig. 3.
As the disorder in coal increases, a large number of clusters become smaller and distorted, until they open up.
Since modularity clustering generates large number of clusters in general, we need to have additional phase to merge clusters more.
We apply agglomerative hierarchical clustering resulting in a large number of clusters, approximately half the number of the training observations.
However, the throughput values for different get close to each other for a large number of clusters.
It has been computed by averaging a large number of clusters of same mass to form an average cluster, which is then considered as spherically symmetric.
Although k is relatively small in typical clustering problems, the algorithm can become slow in case of large number of clusters.
