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Statistical Learning Theory: A Primer

International Journal of Computer Vision, 2000
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Theodoros Evgeniou   +2 more
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Approximation theory of output statistics

IEEE Transactions on Information Theory, 1993
Summary: Given a channel and an input process, the minimum randomness of those input processes whose output statistics approximate the original output statistics with arbitrary accuracy is studied. The notion of resolvability of a channel, defined as the number of random bits required per channel use in order to generate an input that achieves ...
Te Sun Han, Sergio Verdú
openaire   +3 more sources

Theory-Free Statistics and Theory-Based Statistics

The Journal of Experimental Education, 1988
AbstractA distinction is made between statistics based on scientific theory and theory-free statistics. Both are valuable and should be included in most research reports. Conventional simple hypothesis testing is often ambiguous; it could be in either class depending on the experimental hypothesis. A priori planned contrasts and Bayesian inference with
openaire   +1 more source

Theory of Statistics

Journal of Quality Technology, 1996
Content.- 1: Probability Models.- 1.1 Background.- 1.1.1 General Concepts.- 1.1.2 Classical Statistics.- 1.1.3 Bayesian Statistics.- 1.2 Exchangeability.- 1.2.1 Distributional Symmetry.- 1.2.2 Frequency arid Exchangeability.- 1.3 Parametric Models.- 1.3.1 Prior, Posterior, and Predictive Distributions.- 1.3.2 Improper Prior Distributions.- 1.3.3 ...
D. V. Lindley, M. J. Schervish
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Integrating statistical theory with statistical databases

Annals of Mathematics and Artificial Intelligence, 1990
Statistical databases have traditionally been stored as flat files approximating relations. We propose that by storing statistical data in an object oriented type database, enhanced with knowledge of statistical theory, a more natural and powerful interface to statistical data can be created.
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A Statistical Theory of Liquids. I

Physical Review, 1942
A theory is developed which deduces the elastic and thermal properties of a liquid from the expression of the mutual potential between two molecules, these being considered as centers of force. The two-phase system consisting of liquid and vapor is treated as a statistical unit and thus dynamical expressions for the vapor pressure and the surface ...
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On the Statistical Theory of Turbulence

Journal of the Aeronautical Sciences, 1941
In the following section a method is given of determining the distribution function of turbulent velocities. The distribution function P(u) of a component turbulent velocity u{t) is defined as the probability that u shall have the value between u and u -fdu.
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Complete Statistical Theory of Learning

Automation and Remote Control, 2019
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +3 more sources

XX.—On the Theory of Statistical Regression

Proceedings of the Royal Society of Edinburgh, 1934
1. The product moment distribution in the general case of p normal variates, obtained in 1928 (1), and again in 1933 (2), has been awaiting further analysis. Some indication has already been given (Wishart, 1928) that new results might be expected from it; in the particular case of two variates obtained previously by Fisher (3), it has been used to ...
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Theory of statistics

2019
The textbook deals with a wide range of issues of statistical methodology: the organization of statistical observation, data processing and analysis. Special attention is paid to statistical methods of analysis of variational series and series of dynamics, selective observation, study of correlation, index method.
Aleksey Ohrimenko   +7 more
openaire   +1 more source

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