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Mean Imprisonment for Motor Vehicle Theft Offenders in Sydney, Exercises of Statistics

This document contains questions about statistics and how to do them using the Z test formula step by step

Typology: Exercises

2020/2021

Available from 06/12/2023

silvia-maulani
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Task
9.77 Serving Time.
According to the Bureau of Crime Statistics and Research of Australia, as reported on Lawlink,
the mean length of imprisonment for motor-vehicle-theft offenders in Australia is 16.7 months.
One hundred randomly selected motor
vehicle-theft offenders in Sydney, Australia, had a mean length of imprisonment of 17.8 months.
At the 5% signicance level, do the data provide sufcient evidence to conclude that the mean
length of imprisonment for motor-vehicle-theft offenders in Sydney differs from the national
mean in Australia? Assume that the population standard deviation of the lengths of
imprisonment for motor-vehicle-theft offenders in Sydney is 6.0 months.
Answer :
Hypothesis test :
and6.7H0: μ = 1
= 6.7 (two tails) H1: μ / 1 2
α
.0σ = 6
0.05 .025α = 2
α= 0
00n= 1
7.8x= 1
.83333333Zcalculated = x −μ
σ/n=6/100
17.8 −16.7 =0.6
1.1 = 1
.96Ztable = ± 1
ince z calculate in outside critical v alues,so f ailed to reject S H0
Conclusion
So, there is not enough evidence to conclude that the mean length of imprisonment for
motor-vehicle-theft offenders in Sydney differs from the national mean in Australia.
Check with P -value test
values P(z.83333333) (1 (z.833333)) (1 0.96662222) .06675 P= 2 > 1 = 2 P< 1 = 2 = 0
0.05α =
Since > it means there is not enough evidence to conclude that the mean length of
values P α
imprisonment for motor-vehicle-theft offenders in Sydney differs from the national mean in
Australia.
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Task 9.77 Serving Time. According to the Bureau of Crime Statistics and Research of Australia, as reported on Lawlink, the mean length of imprisonment for motor-vehicle-theft offenders in Australia is 16.7 months. One hundred randomly selected motor vehicle-theft offenders in Sydney, Australia, had a mean length of imprisonment of 17.8 months. At the 5% signicance level, do the data provide sufcient evidence to conclude that the mean length of imprisonment for motor-vehicle-theft offenders in Sydney differs from the national mean in Australia? Assume that the population standard deviation of the lengths of imprisonment for motor-vehicle-theft offenders in Sydney is 6.0 months. Answer : Hypothesis test : H 0 : μ = 1 6.7 and H 1 : μ =/ 1 6.7 ( two tails )→ 2 α σ = 6. α = 0.05 → 2 α^ = 0. n = 100 x = 1 7.

Zcalculated =.

x −μ

σ/√ n

Ztable = ± 1.

S ince z calculate in outside critical values , so f ailed to reject H 0

Conclusion

So, there is not enough evidence to conclude that the mean length of imprisonment for motor-vehicle-theft offenders in Sydney differs from the national mean in Australia. Check with P -value test

P values = 2 P ( z > 1 .83333333) = 2 (1 − P ( z < 1 .833333)) = 2 (1 − 0.96662222) = 0.

α = 0.

Since P values > αit means there is not enough evidence to conclude that the mean length of

imprisonment for motor-vehicle-theft offenders in Sydney differs from the national mean in Australia.