In: Statistics and Probability
Conservationists have despaired over destruction of tropical rain forest by logging, clearing, and burning." These words begin a report on a statistical study of the effects of logging in Borneo. Here are data on the number of tree species in 12 unlogged forest plots and 9 similar plots logged 8 years earlier:
Unlogged | 22 | 18 | 22 | 20 | 15 | 21 | 13 | 13 | 19 | 13 | 19 | 15 |
Logged | 17 | 4 | 18 | 14 | 18 | 15 | 15 | 10 | 12 |
Use the data to give a 90% confidence interval for the difference in mean number of species between unlogged and logged plots. Compute degrees of freedom using the conservative method.
Sample #1 ----> Unlogged
mean of sample 1, x̅1= 17.50
standard deviation of sample 1, s1 =
3.5291
size of sample 1, n1= 12
Sample #2 ----> Logged
mean of sample 2, x̅2= 13.667
standard deviation of sample 2, s2 =
4.50
size of sample 2, n2= 9
Level of Significance , α = 0.1
DF = min(n1-1 , n2-1 )= 8
t-critical value , t* = 1.8595 (excel
formula =t.inv(α/2,df)
std error , SE = √(s1²/n1+s2²/n2) =
1.813
margin of error, E = t*SE = 1.8595
* 1.813 = 3.3718
difference of means = x̅1-x̅2 = 17.5000
- 13.667 = 3.8333
confidence interval is
Interval Lower Limit = (x̅1-x̅2) - E =
3.8333 - 3.3718 =
0.4615
Interval Upper Limit = (x̅1-x̅2) + E =
3.8333 - 3.3718 =
7.2052