In: Statistics and Probability
An institute reported that
68% of its members indicate that lack of ethical culture within financial firms has contributed most to the lack of trust in the financial industry. Suppose that you select a sample of 100 institute members. Complete parts (a) through (d) below.
a. What is the probability that the sample percentage indicating that lack of ethical culture within financial firms has contributed the most to the lack of trust in the financial industry will be between
66
and 72%?
0.4704
(Type an integer or decimal rounded to four decimal places as needed.)
b. The probability is 70
that the sample percentage will be contained within what symmetrical limits of the population percentage?The probability is 70% that the sample percentage will be contained above 63%
and below 73%
(Type integers or decimals rounded to one decimal place as needed.)
c. The probability is
97% that the sample percentage will be contained within what symmetrical limits of the population percentage? The probability is 97% that the sample percentage will be contained above nothing% and below nothing%.
What's the answer to C
a)
population proportion ,p= 0.68
n= 100
std error , SE = √( p(1-p)/n ) = 0.0120
we need to compute probability for
0.66 < p̂ < 0.72
Z1 =( p̂1 - p )/SE= ( (0.66-0.68)/0.012)=
-1.667
Z2 =( p̂2 - p )/SE= ( (0.72-0.68)/0.012)=
3.333
P( 0.66 < p̂ <
0.72 ) = P( -1.667 < Z
< 3.333 )
= P ( Z < 3.333 ) - P (
-1.667 ) = 0.9996
- 0.0478 =
0.9518
b)
population proportion ,p= 0.59
n= 300
std error , SE = √( p(1-p)/n ) = 0.0284
we need to compute probability for
P(p̂1<p̂<p̂2)= 0.7
proportion left 0.30 is equally
distributed both left and right side of normal
curve
P(p̂ < p̂ 1) = 0.15 and P(p̂ >
p̂2)= 0.85
Z value at 0.15 =
-1.036 (excel formula =NORMSINV(
0.30 / 2 ) )
Z value at 0.85 =
1.036 (excel formula =NORMSINV(
0.30 / 2 ) )
Z =( p̂ - p )/SE=
so, p̂ = Z*SE+p
p̂ 1 = Z*SE+p = -1.036 *
0.0284 + 0.59 =
0.5606
p̂ 2 = Z*SE+p = 1.036 *
0.0284 + 0.59 =
0.6194
answer: 56.1% , 61.9%
c)
we need to compute probability for
P(p̂1<p̂<p̂2)= 0.97
proportion left 0.03 is equally
distributed both left and right side of normal
curve
P(p̂ < p̂ 1) = 0.015 and P(p̂ >
p̂2)= 0.985
Z value at 0.015 =
-2.170 (excel formula =NORMSINV(
0.03 / 2 ) )
Z value at 0.985 =
2.170 (excel formula =NORMSINV(
0.03 / 2 ) )
Z =( p̂ - p )/SE=
so, p̂ = Z*SE+p
p̂ 1 = Z*SE+p = -2.170 *
0.0284 + 0.59 =
0.528
p̂ 2 = Z*SE+p = 2.170 *
0.0284 + 0.59 =
0.652
answer: (52.8% , 65.2%)