In the world around us, many things exist in the context of time: a bird's path through the sky is understood as different ...
Tech giant IBM ($IBM) has launched a new AI model called FlowState, which is designed to make accurate predictions using time-series data. For ...
In this paper, a few methods for anomaly detection in computer networks with the use of time series methods are proposed. The special interest was put on Brown’s exponential smoothing, seasonal ...
Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 65, No. 1 (JANUARY 2016), pp. 29-50 (22 pages) The paper proposes stochastic models for the analysis of ocean surface ...
While traditionally considered for non-stationary and cointegrated data, DeBoef and Keele suggest applying a General Error Correction Model (GECM) to stationary data ...