Edgeworth and Cornish-Fisher Expansion for the Non-normal t

  • Published : 1978.06.01

Abstract

Let $X_i,...,X_n$ be a random sample from a distribution with cumulants $K_1, K_2,...$. The statistic $t = \frac{\sqrt{x}(\bar{X}-K_1)}{S}$ has the well-known 'student' distribution with $\nu = n-1$ degrees of freedom if the $X_i$ are normally distributed (i.e., $K_i = 0$ for $i \geq 3$). An Edgeworth series expansion for the distribution of t when the $X_i$ are not normally distributed is obtained. The form of this expansion is Prob $(t

Keywords

References

  1. Proceedings of the cambridge philosophical Society v.31 The Effect of Non-normality on the t Distribution Bartlett,M.S.
  2. Symmetric Functions and Allied Tables David,F.N.;Kendall,M.G.;Barton,D.E.
  3. Technometrics v.2 The Percentile Points of Distributions Having known Cumulants Fisher,R.A.
  4. Biometrika v.36 The Distribution of Student's t in Random Samples of any Size Drawn From Non-normal Universe Gayen,A.K.
  5. Ph.D. Thesis, University of Minnesota The Non-normal t Distribution Hawng,H.
  6. The Advanced Theory of Statistics v.1 Kendall,M.G.;Stuart,A.
  7. Annals of Mathematical Statistics v.10 The Distribution of Student's Ratio for Samples of Two Items Drawn From Non-normal Universe Laderman,J.
  8. Biometrika v.61 On the Distribution of Student's Ratio for Samples of Three Drawn From a Rectangular Distribution Perlo,V.
  9. Applied Statistics v.17 The Effect on the t-Distribution of Non-normality in the Sampled Population Ratcliffe,J.F.
  10. The Journal of the Indian Mathematical Society v.27 no.2 Approximation to Student's t Distribution in Terms of Hermite and Laguerre Polynomials Tiku,M.L.
  11. Moments, Cumulants and FORMAC White,J.S.
  12. Ph.D. Thesis, University of Minnesota Extended Fortran Algebraic Manipulator with Applications to Linear Problems of Physics Zimmerman,C.D.