Most of us have a very firm belief in mental causation; that is, we firmly believe that our own distinctly mental properties are causally efficacious in the production of our behavior. This belief is dominating in contemporary philosophy of mind as a part of the causal explanatory exclusion problem for non-reductive materialists. I do not discuss the exclusion problem; rather, I assess the conc...

Autism is a neuropsychiatric disorder with profound family and social consequences. An extraordinary number of geneticalclinical, cytogenetics and molecular studies were done in recent years. A multiloci epistatic model involved in the causation of autism have emerged from these studies.

Human chromosome 21 is the smallest human autosome and many important genetic/familial disorders map to this chromosome, e.g., familial amyotrophic lateral sclerosis (FALS), Down syndrome, Alzheimer's disease and some cases of Ewings sarcoma. Hence, the identification of genes localised to this chromosome and studies on their normal biological function and their role in disease is gaining momen...

Both bottom-up and top-down causation occur in the hierarchy of structure and causation. A key feature is multiple realizability of higher level functions, and consequent existence of equivalence classes of lower level variables that correspond to the same higher level state. Five essentially different classes of top-down influence can be identified, and their existence demonstrated by many rea...

A reliable understanding of the nature or causation is the core feature of science. In this paper the concept of top-down causation in the hierarchy of structure and causation is examined in depth. Five different classes of top-down causation are identified and illustrated with real-world examples. They are, 1. mechanical top-down causation; 2. top-down causation via non-adaptive information co...

The notion of an emergent property has aroused much recent discussion among both scientists and philosophers. Many quite different kinds of properties have been described as ‘emergent’, the only clear common factor being the broad idea that when a physical system of sufficient complexity is in a suitable configuration new properties ‘emerge’ in a way that could not have been predicted from the ...

This paper is the most complete presentation of my views on deterministic causation. It develops the deterministic theory in perfect parallel to my theory of probabilistic causation and thus unites the two aspects. It also argues that the theory presented is superior to all regularity and all counterfactual theories of causation.

Practically, causation matters. Juries must decide, for example, whether a pregnant mother’s refusal to give birth by caesarean section was the cause of one of her twins death. Policy makers must decide whether violence on TV causes violence in life. Neither question can be coherently debated without some theory of causation. Fortunately (or not, depending on where one sits), a virtual plethora...

The broad abundance of time series data, which is in sharp contrast to limited knowledge of the underlying network dynamic processes that produce such observations, calls for an general and efficient method of causal network inference. Here we develop mathematical theory of Causation Entropy, a model-free information-theoretic statistic designed for causality inference. We prove that for a give...

[C]ausal statements are commonly made in some context, against a background which includes the assumption of some causal field. A causal statement will be the answer to a causal question, and the question ‘What caused this explosion?’ can be expanded into ‘What made the difference between those times, or those cases, within a certain range, in which no such explosion occurred, and this case in ...