Edward Ionides

Edward Ionides

University of Michigan

H-index: 32

North America-United States

About Edward Ionides

Edward Ionides, With an exceptional h-index of 32 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of Time series analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Informing policy via dynamic models: Cholera in Haiti

Bagged filters for partially observed interacting systems

Iterated block particle filter for high-dimensional parameter learning: Beating the curse of dimensionality

Machine Learning for Mechanistic Models of Metapopulation Dynamics

Likelihood Based Inference for ARMA Models

Lesson 8: Case study: Panel data on dynamic variation in sexual contact rates

Lesson 5. Case study: Measles in large and small towns

Lesson 1: Introduction to Simulation-based Inference for Epidemiological Dynamics

Edward Ionides Information

University

Position

Department of Statistics

Citations(all)

5362

Citations(since 2020)

2320

Cited By

3911

hIndex(all)

32

hIndex(since 2020)

24

i10Index(all)

52

i10Index(since 2020)

41

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Edward Ionides Skills & Research Interests

Time series analysis

Top articles of Edward Ionides

Title

Journal

Author(s)

Publication Date

Informing policy via dynamic models: Cholera in Haiti

arXiv preprint arXiv:2301.08979

Jesse Wheeler

AnnaElaine Rosengart

Zhuoxun Jiang

Kevin Tan

Noah Treutle

...

2023/1/21

Bagged filters for partially observed interacting systems

Journal of the American Statistical Association

Edward L Ionides

Kidus Asfaw

Joonha Park

Aaron A King

2023/4/3

Iterated block particle filter for high-dimensional parameter learning: Beating the curse of dimensionality

Journal of Machine Learning Research

Ning Ning

Edward L Ionides

2023

Machine Learning for Mechanistic Models of Metapopulation Dynamics

arXiv preprint arXiv:2311.06702

Jifan Li

Edward L Ionides

Aaron A King

Mercedes Pascual

Ning Ning

2023/11/12

Likelihood Based Inference for ARMA Models

arXiv preprint arXiv:2310.01198

Jesse Wheeler

Edward L Ionides

2023/10/2

Lesson 8: Case study: Panel data on dynamic variation in sexual contact rates

Aaron A King

Edward L Ionides

2023/8/9

Lesson 5. Case study: Measles in large and small towns

Aaron A King

Edward L Ionides

2023/8/8

Lesson 1: Introduction to Simulation-based Inference for Epidemiological Dynamics

Aaron A King

Edward L Ionides

2023/8/7

Lesson 3: Likelihood-based inference for POMP models

Aaron A King

Edward L Ionides

Qianying Lin

2023/8/7

Lesson 2: Simulation of stochastic dynamic models

Aaron A King

Edward L Ionides

Qianying Lin

2023/8/7

Lesson 4. Iterated filtering: principles and practice

Aaron A King

Edward L Ionides

Qianying Lin

2023/8/7

Using an iterated block particle filter via spatPomp

URL https://kidusasfaw. github. io/spatPomp

Ning Ning

Edward L Ionides

2022/12/22

An iterated block particle filter for inference on coupled dynamic systems with shared and unit-specific parameters

Statistica Sinica

Edward Ionides

Ning Ning

Jesse Wheeler

2024

Markov genealogy processes

Theoretical population biology

Aaron A King

Qianying Lin

Edward L Ionides

2022/2/1

Scalable Monte Carlo inference and rescaled local asymptotic normality

Bernoulli

Ning Ning

Edward Ionides

Ya'acov Ritov

2021/11

Systemic Infinitesimal Over-dispersion on Graphical Dynamic Models

arXiv preprint arXiv:2106.10387

Ning Ning

Edward L Ionides

2021/6/18

Partially observed Markov processes with spatial structure via the R package spatPomp

arXiv preprint arXiv:2101.01157

Kidus Asfaw

Joonha Park

Aaron A King

Edward L Ionides

2021/1/4

Inference on high-dimensional implicit dynamic models using a guided intermediate resampling filter

Statistics and Computing

Joonha Park

Edward L Ionides

2020/9

Predicting re-emergence times of dengue epidemics at low reproductive numbers: DENV1 in Rio de Janeiro, 1986–1990

Journal of the Royal Society Interface

Rahul Subramanian

Victoria Romeo-Aznar

Edward Ionides

Claudia T Codeço

Mercedes Pascual

2020/6/24

Assessing real-time moderation for developing adaptive mobile health interventions for medical interns: micro-randomized trial

Journal of medical Internet research

Timothy NeCamp

Srijan Sen

Elena Frank

Maureen A Walton

Edward L Ionides

...

2020/3/31

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