Logo

Extracting Information from Random Data

Small book cover: Extracting Information from Random Data

Extracting Information from Random Data
by

Publisher: arXiv
Number of pages: 167

Description:
We formulate conditions for convergence of Laws of Large Numbers and show its links with of parts mathematical analysis such as summation theory, convergence of orthogonal series. We present also applications of Law of Large Numbers such as Stochastic Approximation, Density and Regression Estimation, Identification.

Home page url

Download or read it online for free here:
Download link
(1.7MB, PDF)

Similar books

Book cover: Probability: Theory and ExamplesProbability: Theory and Examples
by - Cambridge University Press
An introduction to probability theory covering laws of large numbers, central limit theorems, random walks, martingales, Markov chains, ergodic theorems, and Brownian motion. It concentrates on the results that are the most useful for applications.
(15683 views)
Book cover: Probability and Theory of ErrorsProbability and Theory of Errors
by - J. Wiley & Sons
The theory of probability and the theory of errors now constitute a formidable body of knowledge of great mathematical interest and of great practical importance. Their range of applicability extends to all of the sciences ...
(6509 views)
Book cover: Lectures on Measure Theory and ProbabilityLectures on Measure Theory and Probability
by - Tata institute of Fundamental Research
Measure Theory (Sets and operations on sets, Classical Lebesgue and Stieltjes measures, Lebesgue integral); Probability (Function of a random variable, Conditional probabilities, Central Limit Problem, Random Sequences and Convergence Properties).
(13014 views)
Book cover: Basic Probability TheoryBasic Probability Theory
by - Dover Publications
This text surveys random variables, conditional probability and expectation, characteristic functions, infinite sequences of random variables, Markov chains, and an introduction to statistics. Geared toward advanced undergraduates and graduates.
(18131 views)