Abstract
The exact distribution of the linear combination α X + β Y is derived when X and Y are normal and logistic random variables distributed independently of each other. Tabulations of the associated percentage points are given along with a computer program to generate them. This work is motivated by problems in reliability engineering.
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References
Albert J (2002) Sums of uniformly distributed variables: a combinatorial approach. College Math J 33:201–206
Ali MM, Obaidullah M (1982) Distribution of linear combination of exponential variates. Commun Statist Theory Methods 11:1453–1463
Chapman DG (1950) Some two sample tests. Ann Math Statist 21:601–606
Christopeit N, Helmes K (1979) A convergence theorem for random linear combinations of independent normal random variables. Ann Statist 7:795–800
Davies RB (1980) Algorithm AS 155: The distribution of a linear combination of χ2 random variables. Appl Statist 29:323–333
Dobson AJ, Kulasmaa K, Scherer J (1991) Confidence intervals for weighted sums of Poisson parameters. Statist Med 10:457–462
Farebrother RW (1984) Algorithm AS 204: The distribution of a positive linear combination of χ2 random variables. Appl Statist 33:332–339
Fisher RA (1935) The fiducial argument in statistical inference. Ann Eugenics 6:391–398
Gradshteyn IS, Ryzhik IM (2000) Table of Integrals, Series, and Products 6th edn. Academic, San Diego
Hitczenko P (1998) A note on a distribution of weighted sums of i.i.d. Rayleigh random variables. Sankhy¯ A 60:171–175
Hu C-Y, Lin GD (2001) An inequality for the weighted sums of pairwise i.i.d. generalized Rayleigh random variables. J Statist Plann Inf 92:1–5
Kamgar-Parsi B, Kamgar-Parsi B, Brosh M (1995) Distribution and moments of weighted sum of uniform random variables with applications in reducing Monte Carlo simulations. J Statist Comput Simulat 52:399–414
Moschopoulos PG (1985) The distribution of the sum of independent gamma random variables. Ann Inst Statist Math 37:541–544
Nadarajah S, Kotz S (2005) On the linear combination of exponential and gamma random variables. Entropy 7:161–171
Pham TG, Turkkan N (1994) Reliability of a standby system with beta-distributed component lives. IEEE Trans Reliab 43:71–75
Pham-Gia T, Turkkan N (1993) Bayesian analysis of the difference of two proportions. Communi Statist Theory Methods 22:1755–1771
Provost SB (1989) On sums of independent gamma random variables. Statistics 20:583–591
Prudnikov AP, Brychkov YA, Marichev OI (1986) Integrals and Series, vol 1. Gordon and Breach Science Publishers, Amsterdam
Witkovský V (2001) Computing the distribution of a linear combination of inverted gamma variables. Kybernetika 37:79–90
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Gupta, A.K., Nadarajah, S. Normal and logistic random variables: distribution of the linear combination. Statistical Papers 49, 201–209 (2008). https://doi.org/10.1007/s00362-006-0006-7
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DOI: https://doi.org/10.1007/s00362-006-0006-7