Tech giant IBM ($IBM) has launched a new AI model called FlowState, which is designed to make accurate predictions using time ...

In today’s fast-evolving financial and commerce landscape, predictive intelligence is critical for businesses to optimize operations, manage costs, and enhance profitability. For financial ...

A model-based inference procedure based on a multivariate structural time series model is developed for the production of monthly figures about consumer confidence. The structural time series model ...

In the world around us, many things exist in the context of time: a bird's path through the sky is understood as different ...

Using multilevel time-series models for estimation of mobility trends. The Dutch Travel Survey is an annual sample survey used to compile statistics about mobility of residents of the Netherlands.

The innovation at the heart of this research lies in combining Long Short-Term Memory (LSTM) networks and Recurrent Neural Networks (RNNs) to tackle financial time series data. These architectures ...

1. Difference Equations -- 2. Lag Operators -- 3. Stationary ARMA Processes -- 4. Forecasting -- 5. Maximum Likelihood Estimation -- 6. Spectral Analysis -- 7 ...