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ENTITY Vector Autoregressive Models and Granger Causality in Time Series Analysis in Nursing Research: Dynamic Changes Among Vital Signs Prior to Cardiorespiratory Instability Events as an Example

Vector Autoregressive Models and Granger Causality in Time Series Analysis in Nursing Research: Dynamic Changes Among Vital Signs Prior to Cardiorespiratory Instability Events as an Example

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    New analysis details linear system estimation under heavy-tailed noise

    Researchers have developed a new non-asymptotic analysis for estimating vector autoregressive models, particularly for systems with heavy-tailed noise. The study establishes sample complexity bounds, showing that estima…