Statistics on private sector jobs from ADP and BLS are highly correlated. Since the start of ADP’s series in 2010, the R 2 for the two national private sector employment reports is 0.9817 (when ...

Abstract: In this article, we consider the data-driven dissipativity analysis of perturbed linear time-invariant (LTI) systems. Both cases are considered when input-state trajectories and input-output ...

Abstract: Data incompleteness is a serious challenge in real-world machine-learning tasks. Nevertheless, it has not received enough attention in symbolic regression (SR). Data missingness exacerbates ...

Statistical models predict stock trends using historical data and mathematical equations. Common statistical models include regression, time series, and risk assessment tools. Effective use depends on ...