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   Articles with "network autocorrelation" as a keyword



Bayesian hierarchical network autocorrelation models for estimating direct and indirect effects of peer hospitals on outcomes of hospitalized patients

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recommendations! Published in 2024 at "Applied Network Science"

DOI: 10.1007/s41109-024-00627-1

Abstract: When an hypothesized peer effect (also termed social influence or contagion) is believed to act between units (e.g., hospitals) above the level at which data is observed (e.g., patients), a network autocorrelation model may be… read more here.

Keywords: peer hospitals; network autocorrelation; network; effects peer ... See more keywords

Influence of multiple network structures on bayesian estimation of peer effects and statistical power for generalized linear network autocorrelation models

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recommendations! Published in 2025 at "Applied Network Science"

DOI: 10.1007/s41109-025-00709-8

Abstract: The recent published literature on linear network autocorrelation models of actor behaviors or other mutable attributes has revealed a curious finding. Irrespective of the size of the network and the status of other network features,… read more here.

Keywords: linear network; autocorrelation models; autocorrelation; network autocorrelation ... See more keywords

Application of Neural Network with Autocorrelation in Long-Term Forecasting of Systemic Financial Risk

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recommendations! Published in 2022 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2022/7131143

Abstract: Carrying out early warning of systemic financial risk is a prerequisite for timely adjustment of monetary policy and macroprudential policy to effectively prevent and resolve systemic financial risks. This paper constructs a systemic financial risk… read more here.

Keywords: neural network; financial risk; risk; systemic financial ... See more keywords

Testing network autocorrelation without replicates

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recommendations! Published in 2022 at "PLOS ONE"

DOI: 10.1371/journal.pone.0275532

Abstract: In this paper, we propose a portmanteau test for whether a graph-structured network dataset without replicates exhibits autocorrelation across units connected by edges. Specifically, the well known Ljung-Box test for serial autocorrelation of time series… read more here.

Keywords: network; without replicates; testing network; test ... See more keywords