Projects per year

## Fingerprint Dive into the research topics where David Russell Hunter is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

- 4 Similar Profiles

Exponential Family
Mathematics

Graph Model
Mathematics

Random Graphs
Mathematics

Finite Mixture Models
Mathematics

Social Networks
Mathematics

EM Algorithm
Mathematics

Network Model
Mathematics

Mixture Model
Mathematics

##
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.

## Projects 2007 2013

- 1 Finished

## Novel Statistical Models for Synthesizing Social Networks and Epidemic Dynamics

8/1/07 → 7/31/13

Project: Research project

Pathogens

Viruses

Statistical methods

Electric power transmission networks

Public health

## Research Output 2000 2020

## Model-based clustering of time-evolving networks through temporal exponential-family random graph models

Lee, K. H., Xue, L. & Hunter, D. R., Jan 2020, In : Journal of Multivariate Analysis. 175, 104540.Research output: Contribution to journal › Article

Model-based Clustering

Exponential Family

Graph Model

Random Graphs

International trade

## Clustering via finite nonparametric ICA mixture models

Zhu, X. & Hunter, D. R., Mar 8 2019, In : Advances in Data Analysis and Classification. 13, 1, p. 65-87 23 p.Research output: Contribution to journal › Article

Independent component analysis

Independent Component Analysis

Mixture Model

Clustering

Conditional Independence

1
Citation
(Scopus)

## Assignment of endogenous retrovirus integration sites using a mixture model

Hunter, D. R., Bao, L. & Poss, M., Jun 2017, In : Annals of Applied Statistics. 11, 2, p. 751-770 20 p.Research output: Contribution to journal › Article

Mixture Model

Count

Genome

Assignment

Genes

## A pipeline for identifying integration sites of mobile elements in the genome using next-generation sequencing

Malhotra, R., Elleder, D., Bao, L., Hunter, D. R., Poss, M. & Acharya, R., Jan 1 2016,*Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016.*Haspel, N. & Ioerger, T. (eds.). The International Society for Computers and Their Applications (ISCA), p. 63-68 6 p. (Proceedings of the 8th International Conference on Bioinformatics and Computational Biology, BICOB 2016).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Cluster Analysis

Pipelines

Genes

Genome

Human Genome

1
Citation
(Scopus)

## Theoretical grounding for estimation in conditional independence multivariate finite mixture models

Zhu, X. & Hunter, D. R., Oct 1 2016, In : Journal of Nonparametric Statistics. 28, 4, p. 683-701 19 p.Research output: Contribution to journal › Article

Finite Mixture Models

Conditional Independence

Multiplication Operator

Projection Operator

Nonparametric Estimation