Mathematical methods of statistics / by Harald Cramér.

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Bibliographic Details
Main Author: Cramér, Harald, 1893-1985
Format: Book
Language:English
Published: Princeton : Princeton University Press, 1946
Series:Princeton landmarks in mathematics and physics.
Subjects:
Holy Cross Note:"Nineteenth printing, and first paperback printing."
Table of Contents:
  • pt. I. Mathematical introduction. General properties of sets
  • Linear point sets
  • Point sets in n dimensions
  • The Lebesgue measure of a linear point set
  • The Lebesgue integral for functions of one variable
  • Non-negative additive set functions in R₁
  • The Lebesgue-Stieltjes integral for functions of one variable
  • Lebesgue measure and other additive set functions in R[subscript n]
  • The Lebesgue-Stieltjes integral for functions of n variables
  • Fourier integrals
  • Matrices, determinants and quadratic forms
  • Miscellaneous complements
  • pt. II. Random variables and probability distributions. Statistics and probability
  • Fundamental definitions and axioms
  • General properties
  • Various discrete distributions
  • The normal distribution
  • Various distributions related to the normal
  • Further continuous distributions
  • Some convergence theorems
  • The two-dimensional case
  • General properties of distributions in R[subscript n]
  • Regression and correlation in n variables
  • The normal distribution
  • pt. III. Statistical inference. Preliminary notions on sampling
  • Statistical inference
  • Characteristics of sampling distributions
  • Asymptotic properties of sampling distributions
  • Exact sampling distributions
  • Tests of goodness of fit and allied tests
  • Tests of significance for parameters
  • Classification of estimates
  • Methods of estimation
  • Confidence regions
  • General theory of testing statistical hypotheses
  • Analysis of variance
  • Some regression problems.