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Asymptotic Theory of Nonlinear Regression
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Asymptotic Theory of Nonlinear Regression Paperback - 2010

by A. a. Ivanov

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Let us assume that an observation Xi is a random variable (r.v.) with values in 1 1 (1R1, 8 ) and distribution Pi (1R1 is the real line, and 8 is the cr-algebra of its Borel subsets). Let us also assume that the unknown distribution Pi belongs to a 1 certain parametric family (Pi(), () E e). We call the triple i = (1R1, 8, Pi(), () E e) a statistical experiment generated by the observation Xi. n We shall say that a statistical experiment n = (lRn, 8, P;, () E e) is the product of the statistical experiments i, i = 1, ..., n if PO' = P () X ... X P () (IRn 1 n n is the n-dimensional Euclidean space, and 8 is the cr-algebra of its Borel subsets). In this manner the experiment n is generated by n independent observations X = (X1, ..., Xn). In this book we study the statistical experiments n generated by observations of the form j = 1, ..., n. (0.1) Xj = g(j, ()) + cj, c c In (0.1) g(j, ()) is a non-random function defined on e, where e is the closure in IRq of the open set e IRq, and C j are independent r. v .-s with common distribution function (dJ.) P not depending on ().

Details

  • Title Asymptotic Theory of Nonlinear Regression
  • Author A. a. Ivanov
  • Binding Paperback
  • Edition Softcover reprin
  • Pages 330
  • Volumes 1
  • Language ENG
  • Publisher Springer
  • Publication date 2010-12-06
  • Features Bibliography
  • ISBN 9789048147755 / 9048147751
  • Weight 1.05 lbs (0.48 kg)
  • Dimensions 9.21 x 6.14 x 0.71 in (23.39 x 15.60 x 1.80 cm)
  • Category Mathematics
  • Dewey Decimal Code 519.536

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Asymptotic Theory of Nonlinear Regression

Asymptotic Theory of Nonlinear Regression

by A.A. Ivanov

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Asymptotic Theory of Nonlinear Regression (Mathematics and Its Applications)
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Asymptotic Theory of Nonlinear Regression (Mathematics and Its Applications)

by Ivanov, A.A. V.

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paperback. Good. Access codes and supplements are not guaranteed with used items. May be an ex-library book.
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Asymptotic Theory of Nonlinear Regression (Mathematics and Its Applications)
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Asymptotic Theory of Nonlinear Regression (Mathematics and Its Applications)

by A. A. Ivanov

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Springer Netherlands, 1997. Paperback. New. 336 pages. 9.25x6.10x0.77 inches.
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Asymptotic Theory of Nonlinear Regression
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Asymptotic Theory of Nonlinear Regression

by A.A. Ivanov

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ISBN 10 / ISBN 13
9789048147755 / 9048147751
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Springer , pp. 340 . Papeback. New.
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