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Statistical inference in quantum mechanics

Reports on Mathematical Physics, 1980
Statistical inference is discussed in the context of a C∗-algebra. No restrictions are placed on the a priori state and the partial measurement state is required to satisfy an absolute continuity condition. This permits the treatment of unbounded “Radon-Nikodym” derivatives within the theory.
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Fundamental mechanisms in machine learning and inductive inference

1987
Computer science has historically required programmers of systems to anticipate every possible behavior that could be desired and to program in advance all the knowledge and mechanisms needed to achieve it. Unfortunately, it has been found that such extensive and explicit programing is expensive and it still, in many cases, does not achieve the range ...
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Statistical Inference in Quantum Mechanics

1981
This lecture is a brief account of a new theory of statistical inference which is applicable to classical and quantum physics and generalizes the concept of coarse-graining. The mathematical setting is non-commutative probability theory on von Neumann algebras.
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Anomaly hierarchies of mechanized inductive inference

Proceedings of the tenth annual ACM symposium on Theory of computing - STOC '78, 1978
John Case, Carl Smith
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Epidemiology and the inference of cancer mechanisms.

National Cancer Institute monograph, 1985
Through the use of molecular methods and mathematical models, epidemiologists are contributing to the improved understanding of the mechanisms of cancer. Multistage models with their mechanistic basis have been useful in descriptions of initiator-promoter type behavior of some carcinogens as well as genetic predisposition to rare tumors and ...
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