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Probability Theory. Statistical Inference. Some Tests Based on the Binomial Distribution. Contingency Tables. Some Methods Based on Ranks. Statistics of the Kolmogorov-Smirnov Type. References. Appendix Tables. Answers t...

Context: It is widely accepted that the large obliquity of Uranus is the result of a great tangential collision (GC) with an Earth size proto-planet at the end of the accretion process. The impulse imparted by the GC aff...

El problema de la seguridad es uno de los principales temas en las agendas de los gobernadores, al mismo tiempo que es una de las primordiales preocupaciones de la sociedad actual. Así, aparece la necesidad de desarroll...

We discuss the following problem: given a random sample $\mathbf{X} = (X_1, X_2, \cdots, X_n)$ from an unknown probability distribution $F$, estimate the sampling distribution of some prespecified random variable $R(\mat...

Generative adversarial networks are a kind of artificial intelligence algorithm designed to solve the generative modeling problem. The goal of a generative model is to study a collection of training examples and learn th...

The probability of a configuration is given in classical theory by the Boltzmann formula $\mathrm{exp}[\ensuremath{-}\frac{V}{\mathrm{hT}}]$ where $V$ is the potential energy of this configuration. For high temperatures ...

The propensity score is the conditional probability of assignment to a particular treatment given a vector of observed covariates. Both large and small sample theory show that adjustment for the scalar propensity score i...

Donoho and Johnstone (1994) proposed a method for reconstructing an unknown function f on [0,1] from noisy data d/sub i/=f(t/sub i/)+/spl sigma/z/sub i/, i=0, ..., n-1,t/sub i/=i/n, where the z/sub i/ are independent and...

We propose a new framework for estimating generative models via an adversarial process, in which we simultaneously train two models: a generative model G that captures the data distribution, and a discriminative model D ...

It has long been realized that in pulse-code modulation (PCM), with a given ensemble of signals to handle, the quantum values should be spaced more closely in the voltage regions where the signal amplitude is more likely...

This paper considers the model problem of reconstructing an object from incomplete frequency samples. Consider a discrete-time signal f/spl isin/C/sup N/ and a randomly chosen set of frequencies /spl Omega/. Is it possib...

Materias / palabras clave: probability theory, mathematics, probability; Science: Mathematics: Probabilities. Mathematical statistics

Materias / palabras clave: probability, probability theory, mathematics; Science: Mathematics: Probabilities. Mathematical statistics

Materias / palabras clave: probability theory, mathematical statistics, stochastic geometry, fractal analysis, stochastic analysis, financial mathematics; Technology: Technology (General): Industrial engineering. Management engineering: Applied ma...

Materias / palabras clave: mathematics, differential equations, functional analysis, complex analysis, discrete mathematics, probability theory; Science: Mathematics

Materias / palabras clave: fuzzy logic, neural networks, evolutionary and bio-inspired computation, learning theory, probability theory, hybrid methods; Technology: Technology (General): Industrial engineering. Management engineering: Information ...

Materias / palabras clave: soft computing in real-world systems, computational intelligence, learning theory, probability theory, hybrid methods, rough sets; Technology: Technology (General): Industrial engineering. Management engineering: Informa...

Materias / palabras clave: mathematics, applied mathematics, computer science, physics, probability theory; Science: Mathematics; Science: Physics

Materias / palabras clave: differential equations, algebra and theory of numbers, probability theory and mathematical statistics, mechanics, computer science and computer engineering, numerical mathematics; Science: Mathematics

Materias / palabras clave: topology, algebra, differential equation, complex analysis, functional analysis, probability theory; Science: Mathematics

Materias / palabras clave: statistics, probability, data, applied statistics, statistical science, statistical theory; Social Sciences: Statistics