Ultrahigh dimensional variable selection plays an increasingly important role in contemporary scientific discoveries and statistical research. A simple and effective method is the correlation screening. For generalized linear models, we propose a more general version of the independent learning with ranking the maximum marginal likelihood estimates or the maximum marginal likelihood itself. We ...

Abstract In this paper I argue that many scholars involved in the contemporary free will debates have underappreciated philosophical appeal of agent causation because resources emergentism not been adequately introduced into discussion. Whereas agree causation’s main problem has to do with its intelligibility, particularly respect issue how substances can be causally relevant, notion substance ...

pollution and destruction of environment and the resulting damages is one of the basic perplexities of modern industrial and urban societies and one of the most essential issues dealt with in environment rights. thus, given the necessity of indemnification for any damage and loss in most of the legal systems, the study, assessment, and discussion of civil responsibility arising from environment...