traffic= poissrnd(lambda), lambda value is small
6 次查看(过去 30 天)
显示 更早的评论
traffic= poissrnd(lambda), if I choose lambda between (0 and 1) (1> lambda >0) .what will be happened to the expected traffic ?
0 个评论
回答(1 个)
David Goodmanson
2018-8-2
Hello Hassan,
Since lambda is the mean value of the distribution, for small lambda there will not be a lot of traffic. If lambda is .1 and you take 100 draws with poissrnd(.1,1,100), then roughly speaking you would expect about 100*.1 = 10 ones, 90 zeros and the occasional draw of value two or greater. More precisely, for values n = 0,1,2,3 the expected number of draws are
lambda = .1;
n = 0:3;
Ndraws = 100;
expected_draws = Ndraws*(lambda.^n./factorial(n))*exp(-lambda)
expected_draws = 90.4837 9.0484 0.4524 0.0151
2 个评论
David Goodmanson
2018-8-2
Hello Hassan,
Same answer as above, basically. For lambda = .5, the mean of the poisson distribution is now 1/2. Putting lambda = .5 in the code above,
expected_draws = 60.6531 30.3265 7.5816 1.2636
so poissrnd(.5,1,100) would give the number of draws of 0,1,2,3 somewhere in that vicinity.
另请参阅
类别
在 Help Center 和 File Exchange 中查找有关 MATLAB Support Package for Arduino Hardware 的更多信息
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!