Hello I would like some help with my statistics studywork I
Hello. I would like some help with my statistics studywork. I have a horrible stat textbook. It goes into such little detail, and merely throws out letters and numbers with no specified instructions for calculating. So if you answer, please don\'t just put a formula, etc. with no explanation. Thanks!
1. The average number of injuries per week in an industry are recorded as 2.1
a. Find the probability that in a given week there can be no injuries
b. Find the probability that in a given week, there will be less than 3 injuries
c. Find the probability that in a given week, there will be at least 3 injuries
d. Find the probability that in a given week, there will be at least 2 but at most 4 injuries
e. What is the mean and standard deviation of this problem?
Solution
a. Find the probability that in a given week there can be no injuries
Given X follows Poisson distribution with mean=2.1
P(X=x)=(2.1^x)*exp(-2.1)/x! for x=0,1,2,...
P(X=0)=(2.1^0)*exp(-2.1)/1=0.1224564
-----------------------------------------------------------------------------------------------------------------
b. Find the probability that in a given week, there will be less than 3 injuries
P(X<3) = P(X=0)+P(X=1)+P(X=2)
=(2.1^0)*exp(-2.1)/1+(2.1^1)*exp(-2.1)/1+(2.1^2)*exp(-2.1)/2
=0.6496314
-----------------------------------------------------------------------------------------------------------------
c. Find the probability that in a given week, there will be at least 3 injuries
P(X>=3)=1-P(X=0)-P(X=1)-P(X=2)-P(X=3)
=1-(2.1^0)*exp(-2.1)/1-(2.1^1)*exp(-2.1)/1-(2.1^2)*exp(-2.1)/2-(2.1^3)*exp(-2.1)/6
=0.1613572
-----------------------------------------------------------------------------------------------------------------
d. Find the probability that in a given week, there will be at least 2 but at most 4 injuries
P(2<=X<=4) = P(X=2)+P(X=3)+P(X=4)
=(2.1^2)*exp(-2.1)/2 + (2.1^3)*exp(-2.1)/6 +(2.1^4)*exp(-2.1)/24
=0.558259
-----------------------------------------------------------------------------------------------------------------
e. What is the mean and standard deviation of this problem?
mean=2.1
standard deviation= sqrt(2.1) =1.44913
