Question
1. Suppose that a random variable X is normally distributed with mean 74 and standard deviation 28. If a random sample of size 36 is
1.
Suppose that a random variable X is normally distributed with mean 74 and standard deviation 28. If a random sample of size 36 is taken, what is the z value when the sample mean is 147? Please give your answer correctly rounded to two decimal places.
Answer:
2.
The management team of a large store is interested in the relationship between annual sales ($000) and the opening times (hours) of different franchise stores. The following regression output summarises the findings for a sample of franchise stores.
Regression Statistics | |
Multiple R | 0.7 |
R square | 0.49 |
Adjusted R square | 0.4655 |
Observations | 79 |
Coefficients | |
Intercept | 237.7 |
Opening times | 2.3 |
How many observations were used to create this regression?
Answer:
3.
In an effort to assist with annual electricity costs ($000), a large number of households in Australia have installed solar panels. To investigate this, a researcher took a random sample of households recording the annual electricity cost and the number of solar panels per household. Excel was used to MAKE A simple linear regression of annual electricity cost against solar panels, with a portion of the regression output provided here:
Regression statistics | ||
Multiple R | 0.75 | |
R square | 0.5625 | |
Observations | 163 | |
Coefficients | Standard Error | |
Intercept | 1.93 | 8.25 |
Solar panels | 1.36 | 2.09 |
State the correlation coefficient.
Please give your answer correctly rounded to two decimal places.
Answer:
4.
Parts a) and b) are NOT related. All are compulsory.
a) A newspaper journalist is researching people's opinion on the removal of hand sanitiser stations in public places. The journalist took a random sample of 40 adults and found 4 individuals agreed with the removal of hand sanitiser stations in public places. Assume the conditions are satisfied and do NOT need to be checked here.
ii) Calculate a 95% confidence interval. SHOW BASIC WORKINGS.
iii) Interpret your confidence interval for the journalist.
b) A student made the following statement:
"The larger the sample size, the wider the confidence interval, all else held constant."
State whether you agree or disagree with this student.
Briefly explain the reasoning behind your answer.
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