Properties of Legendre Series Estimation of Probability Density | ||
| The Egyptian Statistical Journal | ||
| Article 4, Volume 29, Issue 1, June 1985, Pages 79-86 | ||
| Document Type: Original Article | ||
| DOI: 10.21608/esju.1985.316594 | ||
| Author | ||
| El Fahham Mostafa | ||
| Abstract | ||
| An unknown density function f(x) and its derivatives have been estimated by means of Legendre functions pⱼ... The estimates use the partial sums of series of Legendre functions with coefficients âⱼₙ = n⁻¹ Σₖ₌₁ⁿ pⱼ(Xₖ) where X₁,...,Xₙ represent a sequence of independent identically distributed random variables (i.i.d.) with the unknown density function f. The integrated mean square rate of convergence of the sth derivative of the estimate is obtained. Similar results are obtained for the case of strictly mixing stationary processes. | ||
| Keywords | ||
| Convergence Rate; Estimation Properties; Legendre Series; Probability Density; Stationary Processes | ||
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Statistics Article View: 44 |
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