High-dimensional, streaming datasets are ubiquitous in modern applications. Examples range from nance and e-commerce to the study of biomedical and neuroimaging data. As a result, many novel algorithms have been proposed to address challenges posed by such datasets. In this work, we focus on the...

In this work, we consider the numerical implementation of Function Space Algorithm (FSA) for the solution of quadratic continuous cost functional. It is used to solve Reaction Diffusion Control problems. It considered specifically a parabolic problem characterized by dynamics constraints and the...

We deal with nonparametric estimation in a nonlinear cointegration model whose regressor and dependent variable can be contemporaneously correlated. The asymptotic properties of the Nadaraya-Watson estimator are already examined in the literature. In this paper, we consider nonparametric least...

We use a rapid introduction of an unconditional cash grant (child support) in South Africa to estimate the marginal propensity to consume and earn out of unearned income. We find that the marginal propensity to earn is about –0.3 and the marginal propensity to consume about 0.7. Nothing of the...