In: Statistics and Probability
According to recent? study, 154 of 490 technology CEOs from around the world responded that technological advances will transform their business and 93
responded that resource scarcity and climate change will transform their business. Complete parts? (a) through? (c) below.
Construct a 95?% confidence interval estimate for the population proportion of tech CEOs who indicate technological advances as one of the global trends that will transform their business.
______less than or equals?pi?less than or equals?.______
?(Round to four decimal places as? needed.)
b. Construct a
9595?%
confidence interval estimate for the population proportion of tech CEOs who indicate resource scarcity and climate change as one of the global trends that will transform their business.
.______less than or equals?pi?less than or equals?. _______
?(Round to four decimal places as? needed.)
c. Interpret the intervals in? (a) and? (b). Which of the following is the correct interpretation for the interval in? (a)?
A. You can be 95?% confident that the population proportion of the tech CEOs surveyed who indicate technological advances as one of the global trends that will transform their business lies within the interval in? (a).
B. The population proportion of the tech CEOs surveyed who indicate technological advances as one of the global trends that will transform their business lies within the interval in? (a) 95?% of the time.
C. The population proportion of all tech CEOs who indicate technological advances as one of the global trends that will transform their business lies within the interval in? (a) 95?% of the time.
D.You can be 95?% confident that the population proportion of all tech CEOs who indicate technological advances as one of the global trends that will transform their business lies within the interval in? (a).
Which of the following is the correct interpretation for the interval in? (b)?
A. You can be 95?% confident that the population proportion of the
tech CEOs surveyed who indicate resource scarcity and climate
change as one of the global trends that will transform their
business lies within the interval in? (b).
B. The population proportion of the tech CEOs surveyed who indicate
resource scarcity and climate change as one of the global trends
that will transform their business lies within the interval in? (b)
95?% of the time.
C.The population proportion of all tech CEOs who indicate resource
scarcity and climate change as one of the global trends that will
transform their business lies within the interval in? (b) 95?% of
the time.
D. You can be 95?% confident that the population proportion of all
tech CEOs who indicate resource scarcity and climate change as one
of the global trends that will transform their business lies within
the interval in? (b).
Solution:-
a) 95?% confidence interval estimate for the population proportion of tech CEOs who indicate technological advances as one of the global trends that will transform their business is C.I = (0.2732, 0.3554).
C.I = 0.31429 + 1.96 × 0.02097
C.I = 0.31429 + 0.0411
C.I = (0.2732, 0.3554)
b) 95?% confidence interval estimate for the population proportion of tech CEOs who indicate resource scarcity and climate change as one of the global trends that will transform their business is C.I = (0.1551 , 0.2245) .
C.I = 0.1898 + 1.96 × 0.01772
C.I = 0.1898 + 0.03472
C.I = (0.1551 , 0.2245)
c)
(D) You can be 95?% confident that the population proportion of all tech CEOs who indicate technological advances as one of the global trends that will transform their business lies within the interval in? (a).
(D) 95?% confident that the population proportion of all tech CEOs who indicate resource scarcity and climate change as one of the global trends that will transform their business lies within the interval in? (b).