In: Statistics and Probability
A random sample of n1 = 10 regions in New England gave the following violent crime rates (per million population).
x1: New England Crime Rate
3.5 | 3.9 | 4.0 | 4.1 | 3.3 | 4.1 | 1.8 | 4.8 | 2.9 | 3.1 |
Another random sample of n2 = 12 regions in the Rocky Mountain states gave the following violent crime rates (per million population).
x2: Rocky Mountain Crime Rate
3.7 | 4.3 | 4.5 | 5.3 | 3.3 | 4.8 | 3.5 | 2.4 | 3.1 | 3.5 | 5.2 | 2.8 |
x1 | = 3.55 |
s1 | = .83 |
x2 | = 3.87 |
s2 | = .94 |
Find a 98% confidence interval for μ1 − μ2. (Round your answers to two decimal places.)
Lower Limit
Upper Limit
Values ( X ) | Σ ( Xi- X̅ )2 | Values ( Y ) | Σ ( Yi- Y̅ )2 | |
3.5 | 0.0025 | 3.7 | 0.0289 | |
3.9 | 0.1225 | 4.3 | 0.1849 | |
4 | 0.2025 | 4.5 | 0.3969 | |
4.1 | 0.3025 | 5.3 | 2.0449 | |
3.3 | 0.0625 | 3.3 | 0.3249 | |
4.1 | 0.3025 | 4.8 | 0.8649 | |
1.8 | 3.0625 | 3.5 | 0.1369 | |
4.8 | 1.5625 | 2.4 | 2.1609 | |
2.9 | 0.4225 | 3.1 | 0.5929 | |
3.1 | 0.2025 | 3.5 | 0.1369 | |
5.2 | 1.7689 | |||
2.8 | 1.1449 | |||
Total | 35.5 | 6.245 | 46.4 | 9.7868 |
Mean X̅ = Σ Xi / n
X̅ = 35.5 / 10 = 3.55
Sample Standard deviation SX = √ ( (Xi - X̅
)2 / n - 1 )
SX = √ ( 6.245 / 10 -1 ) = 0.83
Mean Y̅ = ΣYi / n
Y̅ = 46.4 / 12 = 3.87
Sample Standard deviation SY = √ ( (Yi - Y̅
)2 / n - 1 )
SY = √ ( 9.7868 / 12 -1) = 0.94
Confidence interval :-
Critical value t(α/2, DF) = t(0.02 /2, 19 ) = 2.5395 ( From t table
)
DF = 19
Lower Limit =
Lower Limit = -1.28
Upper Limit =
Upper Limit = 0.64
98% Confidence interval is ( -1.28 , 0.64 )