Question

In: Statistics and Probability

The data shown below indicate the average tuition​ (in dollars) over a​ six-year period for private...

The data shown below indicate the average tuition​ (in dollars) over a​ six-year period for private and public colleges in a region. Complete parts a through c below. Use

alphaαequals=0.01 where needed

Year   Private   Public
1   12,779   2,076
2   14,375   2,349
3   17,224   3,128
4   19,145   3,612
5   23,391   4,644
6   27,572   5,611

A. Conduct a simple linear regression analysis of these data in which the average tuition for private colleges is predicted by the average public college tuition. Test the significance of the model using

alphaαequals=0.01

What is the estimated regression slope​ coefficient?

b1equals= ____

​(Round to two decimal places as​ needed.)

What is the estimated regression​ intercept?

b0equals= _____

​(Round to the nearest whole number as​ needed.)

Determine the rejection region for the test statistic t for

alphaαequals=0.100.10.

Select the correct choice below and fill in any answer boxes to complete your choice.

​(Round to two decimal places as​ needed.)

A.

t < ___ or t > ____

B.

t < ____

C.

t > ___

Calculate the simple linear regression test statistic t.

tequals= ___

​(Round to two decimal places as​ needed.)

Since the test statistic (is, or isn't) in the rejection​ region (reject or do not ) the null hypothesis. Conclude that the regression model

(is or is not ) significant. This means that knowing the average public college tuition (provides or does not provide)

useful help in predicting the average private college tuition.

b.b.

How much does the average private college tuition increase when the average public college tuition increases by​ $100?

The average private college tuition increases by

​$_____

when the average public college tuition increases by​ $100.

​(Round to the nearest dollar as​ needed.)

c.c.

When the average public college tuition reaches

​$7,500​,

how much would you expect the average private college tuition to​ be?

The average private college tuition would be

​$

when the average public college tuition reaches

​$7,500.

​(Round to the nearest dollar as​ needed.)


Solutions

Expert Solution


Related Solutions

Private nonprofit four-year colleges charge, on average, $26,755 per year in tuition and fees. The standard...
Private nonprofit four-year colleges charge, on average, $26,755 per year in tuition and fees. The standard deviation is $6,752. Assume the distribution is normal. Let X be the cost for a randomly selected college. Round all answers to 4 decimal places where possible. a. What is the distribution of X? X ~ N( b. Find the probability that a randomly selected Private nonprofit four-year college will cost less than 25,013 per year. c. Find the 66th percentile for this distribution....
Private nonprofit four-year colleges charge, on average, $26,470 per year in tuition and fees. The standard...
Private nonprofit four-year colleges charge, on average, $26,470 per year in tuition and fees. The standard deviation is $6,683. Assume the distribution is normal. Let X be the cost for a randomly selected college. Round all answers to 4 decimal places where possible. a. What is the distribution of X? X ~ N(,) b. Find the probability that a randomly selected Private nonprofit four-year college will cost less than 30,818 per year. c. Find the 74th percentile for this distribution....
3. The following data show the average Home Price Index over a​six-quarter period. Quarter   Price Q1...
3. The following data show the average Home Price Index over a​six-quarter period. Quarter   Price Q1 2017   185.9 Q2 2017   190.1 Q3 2017   196.1 Q4 2017   196.1 Q1 2018   198.3 Q2 2018   203.7 a. Forecast the price index for Q3 2018 using a​ two-period simple moving average. (Round to two decimal places as​needed.) b. Calculate the MAD for the forecast in part a. ​(Round to two decimal places as​ needed.) c. Forecast the price index for Q3 2018 using a​...
1.Assume you collected a quarterly sales data (in millions of dollars) over a four-year period from...
1.Assume you collected a quarterly sales data (in millions of dollars) over a four-year period from the first quarter 2016 to the fourth quarter 2019, and computed the seasonal index for each quarter. If the values of the actual sales and deseasonalised sales were 162 and 158.68, respectively, in the second quarter of 2016, what is the (normalised) seasonal index for the second quarter? Round your answer to two decimal places. 2. Assume you collected data representing the number of...
The data set shown below contains the number of hurricanes that occurred each year over a​...
The data set shown below contains the number of hurricanes that occurred each year over a​ 14-year period. Some scientists claim that there has been an increasean increase in the number of hurricanes as the years progressed. Complete parts​ a) through​ d). Year 11 22 33 44 55 66 77 88 99 1010 1111 1212 1313 1414 ​# 11 22 22 00 22 33 33 11 11 22 44 11 11 00 ​a) Create a histogram of these data. Choose...
The sales of a company in million dollars) for each year are shown in the table below.
Problem 3: The sales of a company in million dollars) for each year are shown in the table below. x (year)20052006200720082009y (sales)1219293745a) Find the least square regression line y -ax+b. b) Use the least squares regression line as a model to estimate the sales of the company in 2012. 
Private tuition centres are a big industry in Singapore with over 500 such centres that reportedly...
Private tuition centres are a big industry in Singapore with over 500 such centres that reportedly serve more than 95% of all college students. Tuition fees can be high and some families pay more than $3000 a month to send their children to private tuition. Using the theory and models of market structure, examine this industry. Should government be worried about any aspect of how an industry with this particular market structure will perform?
Private tuition centres are a big industry in Singapore with over 500 such centres that reportedly...
Private tuition centres are a big industry in Singapore with over 500 such centres that reportedly serve more than 95% of all college students. Tuition fees can be high and some families pay more than $3000 a month to send their children to private tuition. Using the theory and models of market structure, examine this industry. Should government be worried about any aspect of how an industry with this particular market structure will perform?
Private tuition centres are a big industry in Malaysia with over 450 such centres that reportedly...
Private tuition centres are a big industry in Malaysia with over 450 such centres that reportedly serve more than 95% of all college students. Tuition fees can be high and some families pay a lot of money a month to send their children to private tuition. Using the theory and models of market structure, examine this industry. Should the government be worried about any aspect of how an industry with this particular market structure will perform?
Private tuition centres are a big industry in Singapore with over 500 such centres that reportedly...
Private tuition centres are a big industry in Singapore with over 500 such centres that reportedly serve more than 95% of all college students. Tuition fees can be high and some families pay more than $3000 a month to send their children to private tuition. Using the theory and models of market structure, examine this industry. Should government be worried about any aspect of how an industry with this particular market structure will perform?
ADVERTISEMENT
ADVERTISEMENT
ADVERTISEMENT