ON THE EQUIVALENCE OF THE EFFECTIVE DEGREE NETWORK MODEL AND DYNAMICAL SURVIVAL ANALYSIS MODEL

We delve into the existing effective degree model and dynamical survival analysis model for network epidemic dynamics. By employing the integrating factor method, we elaborate on the mutual derivation process between the two models, demonstrating their equivalence. Leveraging this result, the effective degree model is simplified to an equation that only involves susceptible individuals.

Authors

Publication Details

Journal
Journal of Applied Analysis & Computation
Published
2025-01-01
DOI
https://doi.org/10.11948/20240466
Primary Topic
Statistical Methods and Inference
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

ON THE EQUIVALENCE OF THE EFFECTIVE DEGREE NETWORK MODEL AND DYNAMICAL SURVIVAL ANALYSIS MODEL

Yueming Gu, Jianfeng Zhang, Yue Wu, Shuixian Yan
Journal of Applied Analysis & Computation
Statistical Methods and Inference
article

ON THE EQUIVALENCE OF THE EFFECTIVE DEGREE NETWORK MODEL AND DYNAMICAL SURVIVAL ANALYSIS MODEL

Yueming Gu, Jianfeng Zhang, Yue Wu, Shuixian Yan
article en

Abstract

We delve into the existing effective degree model and dynamical survival analysis model for network epidemic dynamics. By employing the integrating factor method, we elaborate on the mutual derivation process between the two models, demonstrating their equivalence. Leveraging this result, the effective degree model is simplified to an equation that only involves susceptible individuals.

Journal of Applied Analysis & ComputationVol. 15(4)
Zero hunger
Openalex Percentile: Top 86%
Statistical Methods and Inference
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

ON THE EQUIVALENCE OF THE EFFECTIVE DEGREE NETWORK MODEL AND DYNAMICAL SURVIVAL ANALYSIS MODEL — Yueming Gu, Jianfeng Zhang, et al. · Journal of Applied Analysis & Computation (2025) | TGRS Research Map | TGRS