Вычислительная математика
Математика
  • формат pdf
  • размер 12.33 МБ
  • добавлен 02 марта 2011 г.
Schay G. Introduction to Probability with Statistical Applications
Birkh?user, Boston, 2007. 316 p. ISBN: 0817644970 (на английском языке)

This textbook is an introduction to probability and statistics for non-mathematics majors who do not need the exhaustive detail and mathematical depth provided in more comprehensive treatments of the subject. The presentation covers the mathematical laws of random phenomena, including discrete and continuous random variables, expectation and variance, and common probability distributions such as the binomial, Poisson, and normal distributions. Main statistical concepts considered are point and interval estimates, hypothesis testing, power function, various statistical tests: z, t, chi-square and Kolmogorov-Smiov.
Похожие разделы
Смотрите также

Collins G.W., II. Fundamental Numerical Methods and Data Analysis

  • формат pdf
  • размер 1.99 МБ
  • добавлен 12 декабря 2010 г.
George W. Collins, II, 2003. - 284 pages. * Contents and Introduction * Chapter 1: Introduction and Fundamental Concepts * Chapter 2: The Numerical Methods for Linear Equations and Matrices * Chapter 3: Polynomial Approximation, Interpolation, and Orthogonal Polynomials * Chapter 4: Numerical Evaluation of Derivatives and Integrals * Chapter 5: Numerical Solution of Differential and Integral Equations * Chapter 6: Least Squares, Fourier An...

Enderton H.B. Computability Theory: An Introduction to Recursion Theory

  • формат pdf
  • размер 1.96 МБ
  • добавлен 02 октября 2011 г.
Academic Press, 2010. - 192 pages. Computability Theory: An Introduction to Recursion Theory, provides a concise, comprehensive, and authoritative introduction to contemporary computability theory, techniques, and results. The basic concepts and techniques of computability theory are placed in their historical, philosophical and logical context. This presentation is characterized by an unusual breadth of coverage and the inclusion of advanced t...

Gentle J.E. Computational Statistics

  • формат pdf
  • размер 6.16 МБ
  • добавлен 09 октября 2011 г.
Издательство Springer, 2009, -717 pp. This book began as a revision of Elements of Computational Statistics, published by Springer in 2002. That book covered computationally-intensive statistical methods from the perspective of statistical applications, rather than from the standpoint of statistical computing. Most of the students in my courses in computational statistics were in a program that required multiple graduate courses in numerical ana...

Knabner P., Angerman L. Numerical Methods for Elliptic and Parabolic Partial Differential Equations

  • формат pdf
  • размер 2.4 МБ
  • добавлен 12 декабря 2010 г.
Springer, 2003. - 415 pages. This text provides an application oriented introduction to the numerical methods for partial differential equations. It covers finite difference, finite element and finite volume methods, interweaving theory and applications throughout. Extensive exercises are provided throughout the text. Graduate students in mathematics, engineering and physics will find this book useful.

Mark S. (ed.), Mordechai S. Applications of Monte Carlo Method in Science and Engineering

  • формат pdf
  • размер 57.84 МБ
  • добавлен 24 марта 2011 г.
In Tech, 2011. 950 p. ISBN:9789533076911 In this book, Applications of Monte Carlo Method in Science and Engineering, we further expose the broad range of applications of Monte Carlo simulation in the fields of Quantum Physics, Statistical Physics, Reliability, Medical Physics, Polycrystalline Materials, Ising Model, Chemistry, Agriculture, Food Processing, X-ray Imaging, Electron Dynamics in Doped Semiconductors, Metallurgy, Remote Sensing and...

Neta B. Numerical Solution of Partial Differential Equations

  • формат pdf
  • размер 1.35 МБ
  • добавлен 08 июня 2011 г.
Department of Mathematics Naval Postgraduate School, 2003. - 248 pages. This course is designed to respond to the needs of the aeronautical engineering curricula by providing an applications oriented introduction to the finite difference method of solving partial differential equations arising from various physical phenomenon. This course will emphasize design, coding, and debugging programs written by the students in order to fix ideas presente...

Shonkwiler R.W., Mendivil F. Explorations in Monte Carlo Methods

  • формат pdf
  • размер 2.09 МБ
  • добавлен 06 июня 2011 г.
Springer, 2009. - 244 pages. Monte Carlo methods are among the most used and useful computational tools available today, providing efficient and practical algorithims to solve a wide range of scientific and engineering problems. Applications covered in this book include optimization, finance, statistical mechanics, birth and death processes, and gambling systems. Explorations in Monte Carlo Methods provides a hands-on approach to learning this...

Small C.G. Numerical Methods for Nonlinear Estimating Equations

  • формат pdf
  • размер 4.03 МБ
  • добавлен 05 августа 2011 г.
Oxford University Press, 2003. - 328 Pages. Non linearity arises in statistical inference in various ways, with varying degrees of severity, as an obstacle to statistical analysis. More entrenched forms of nonlinearity often require intensive numerical methods to construct estimators, and the use of root search algorithms, or one-step estimators, is a standard method of solution. This book provides a comprehensive study of nonlinear estimating e...

Van Huffel S., Vandewalle J. The Total Least Squares Problem: Computational Aspects and Analysis

  • формат djvu
  • размер 2.52 МБ
  • добавлен 07 апреля 2009 г.
SIAM, 1991. This is the first book devoted entirely to total least squares. The authors give a unified presentation of the TLS problem. A description of its basic principles are given, the various algebraic, statistical and sensitivity properties of the problem are discussed, and generalizations are presented. Applications are surveyed to facilitate uses in an even wider range of applications. Whenever possible, comparison is made with the well-k...

Wang R. Computer Vision - A Modern Approach

  • формат pdf
  • размер 50.19 МБ
  • добавлен 04 октября 2010 г.
Contents: Radiometry - measuring light. Sources, shadows and shading. Colour. Geometric image features. Analytical image features. An introduction to probability. Linear filters. Edge detection. Filters and features. Texture. The geometry of multiple views. Stereopsis. Affine structure from motion. Projective structure from motion. Segmentation using clustering method. Fitting. Segmentation and fitting using probabilistic methods. Tracking. Corre...