In: Math
Solution
Approach
Let p be the population proportion of ‘black’ in the jury pool.
Construct 95% confidence interval for p based on the given data of 3 out 60 and 3 out of 100
Conclude after comparing the given 7.28% or 0.0728 with the two confidence intervals.
Now, to work out the CI’s
100(1 - α) % Confidence Interval for p is: pcap ± Zα/2[sq.rt{pcap(1 –pcap)/n}] where
Zα/2 is the upper (α/2)% point of N(0, 1), pcap = sample proportion, and n = sample size.
Given 95% confidence, α = 5% or 0.05 and hence Zα/2 is the upper 2.5% point of N(0, 1) = 1.96 [from Standard Normal Tables]
Case 1: 3 out of 60
pcap = 3/60 = 0.05
95% CI: 0.05 ± 1.96[sq.rt{0.05(0.95)/60}]
= (0, 0.105)
Case 2: 3 out of 100
pcap = 3/100 = 0.03
95% CI: 0.03 ± 1.96[sq.rt{0.03(0.97)/100}]
= (0, 0.063)
Thus, in Case 1, the 95% confidence interval holds 0.0728 implying that there is no bias, but in Case 2 the 95% confidence interval does not hold 0.0728 implying that there is bias.
As such it is difficult to make a firm conclusion. Answer
[upto 3 out of 80, it is fair to conclude no bias, but above 80, there is indication of bias.]
Summary of Excel Calculations
Case 1
n |
60 |
x |
3 |
pcap |
0.05 |
1-pcap |
0.95 |
α |
0.05 |
1 - α/2 |
0.975 |
Zα/2 |
1.959964 |
F |
0.055147 |
LB |
-0.00515 |
UB |
0.105147 |
Case 2
n |
100 |
x |
3 |
pcap |
0.03 |
1-pcap |
0.97 |
α |
0.05 |
1 - α/2 |
0.975 |
Zα/2 |
1.959964 |
F |
0.033434 |
LB |
-0.00343 |
UB |
0.063434 |
DONE