In: Statistics and Probability
A local scientist surveyed numerous 10m x 10m plots in southern Queensland to investigate the presence of the troublesome invasive species, the cane toad. Alarmingly, she found a mean of 30 cane toads per plot. Under the assumption that the cane toads are randomly distributed and follow a poisson distribution answer the following
(a) What is the expected number of cane toads found per 1m^2 plot?
(b) What is the probability of finding no more than 3 toads in a 1m^2 plot?
(c) What is the probability of finding at least 2 toads in a 1m^2 plot? (3 marks
Solution:
Given: A local scientist surveyed numerous 10m x 10m plots in southern Queensland to investigate the presence of the troublesome invasive species, the cane toad. Thus area of plot =10m x 10m =100 m2
She found a mean of 30 cane toads per plot.
X = Number of cane toad follows poisson distribution .
Part a) What is the expected number of cane toads found per 1m^2 plot?
We have mean of 30 cane toads per plot of area 100 m2 .
Thus
Mean per 1 m2 = 30 / 100 = 0.3 per 1 m2
the expected number of cane toads found per 1m^2 plot = 0.3
thus X ~ Poisson( ) per 1 m2
Part b) What is the probability of finding no more than 3 toads in a 1m^2 plot?
P( No more than 3 toads in a 1m^2 plot) = ..............?
Probability mass function of Poisson distribution is:
thus
Part c) What is the probability of finding at least 2 toads in a 1m^2 plot?
( Round final answer to specified number of decimal places)