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Poisson Approximation for Random Sums of Bernoulli Random Variables
Statistics and Probability Letters, 1991Bounds for the total variation distance between the distribution of the sum of a random number of Bernoulli summands and an appropriate Poisson distribution are given. Applications to limit theorems with rates of convergence for marked and thinned point processes and generalizations of the results obtained are also discussed.
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International Journal of Production Research, 2020
The quality of some products or processes can be characterised by the functional relationship referred to as a profile. Profile monitoring aims to check the stability of this relationship over time. In some applications, the response variable of interest
Shu-Guang He +3 more
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The quality of some products or processes can be characterised by the functional relationship referred to as a profile. Profile monitoring aims to check the stability of this relationship over time. In some applications, the response variable of interest
Shu-Guang He +3 more
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The conditional maximum of Poisson random variables
Communications in Statistics - Theory and Methods, 2017The conditional maxima of independent Poisson random variables are studied. A triangular array of row-wise independent Poisson random variables is considered.
Fazekas I., Chuprunov A.
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The Computer Generation of Poisson Random Variables
Applied Statistics, 1979SUMMARY A comparison is made of methods of generating samples on a computer from the Poisson distribution. The well-known methods of counting the number of occurrences in a Poisson process and of sequentially searching through a table of cumulative probabilities have the disadvantage that the time required increases with thePoisson parameter ft.
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Stochastic comparisons of Poisson and binomial random variables with their mixtures
Statistics & Probability Letters, 2003zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Misra, Neeraj +2 more
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Poisson approximations for sequences of random variables
Statistics & Probability Letters, 1998It is well known in the general theory of the central limit problem that sums of independent random variables can always be approximated by sums of Poisson type of variables without effecting asymptotic properties. However, Poisson type of random variables is no longer defined on the nonnegative integers.
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On compound Poisson approximation for sums of random variables
Statistics & Probability Letters, 1999The authors present an upper bound for the total variation distance between the distribution of the sum of random variables and the compound Poisson distribution with parameter \(\alpha\) and the compounding distribution \(F\). Applications to the Markovian occurrences of a rare event and to the sums of Markov-Bernoulli variables are also considered.
VELLAISAMY, P, CHAUDHURI, B
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Binomial and Poisson Random Variables
2001Before stating the fundamental principle of counting we give an example. Example 1. Assume that a restaurant offers five different specials and for each one of them you can pick either a salad or a soup. How many choices do you have? In this simple example we can just enumerate all the possibilities.
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Recent Developments in the Computer Generation of Poisson Random Variables
Applied Statistics, 1979Two recent methods of generating samples on a computer from the Poisson distribution are compared with those in an earlier survey. Recommendations are made for algorithms which are either compact or fast, but unfortunately not both. Two cases are distinguished: that in which the Poisson parameter is fixed and that in which it changes from sample to ...
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Poisson Approximation for a Sum of Negative Binomial Random Variables
Bulletin of the Malaysian Mathematical Sciences Society, 2016zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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