activity
20092020
most citedEstimators for Long Range Dependence: An Empirical Study

37 citations · 63 across the 7 of their papers we have counts for

collaborators

7 papers

math.NA2020

The Lanczos Approximation for the -Function with Complex Coefficients

William Rea

We examined the properties of the coefficients of the \cite{lanczos1964} approximation of the -function with complex values of the free parameter together with the convergence p…

stat.ME2016★ 24 cited

How Many Components should be Retained from a Multivariate Time Series PCA?

Alethea Rea, William Rea

We report on the results of two new approaches to considering how many principal components to retain from an analysis of a multivariate time series. The first is by using a "heat…

q-fin.PM2016

Stock Selection as a Problem in Phylogenetics -- Evidence from the ASX

Hannah Cheng, Juan Zhan, William Rea +1

We report the results of fifteen sets of portfolio selection simulations using stocks in the ASX200 index for the period May 2000 to December 2013. We investigated five portfolio s…

q-fin.PM2015

A Comparision of Three Network Portfolio Selection Methods -- Evidence from the Dow Jones

Hannah Cheng Juan Zhan, William Rea, Alethea Rea

We compare three network portfolio selection methods; hierarchical clustering trees, minimum spanning trees and neighbor-Nets, with random and industry group selection methods on t…

q-fin.ST2015★ 1 cited

An Application of Correlation Clustering to Portfolio Diversification

Hannah Cheng Juan Zhan, William Rea, Alethea Rea

This paper presents a novel application of a clustering algorithm developed for constructing a phylogenetic network to the correlation matrix for 126 stocks listed on the Shanghai…

cs.CL2014★ 1 cited

How Does Latent Semantic Analysis Work? A Visualisation Approach

Jan Koeman, William Rea

By using a small example, an analogy to photographic compression, and a simple visualization using heatmaps, we show that latent semantic analysis (LSA) is able to extract what app…