The average number of people in a family that received welfare for various years is given below. Year Welfare family size 1969 4.0 1973 3.6 1975 3.2 1979 3.0 1983 3.0 1988 3.0 1991 2.9 Part (a) Using "Year" as the independent variable and "Welfare family size" as the dependent variable, make a scatter plot of the data. Part (b) Calculate the least squares line. Put the equation in the form of: ŷ = a + bx. (Round your answers to three decimal places.) ŷ = + x Part (c) Find the correlation coefficient r. (Round your answer to four decimal places.) r = Is it significant? YesNo
Inverse Normal Distribution
The method used for finding the corresponding z-critical value in a normal distribution using the known probability is said to be an inverse normal distribution. The inverse normal distribution is a continuous probability distribution with a family of two parameters.
Mean, Median, Mode
It is a descriptive summary of a data set. It can be defined by using some of the measures. The central tendencies do not provide information regarding individual data from the dataset. However, they give a summary of the data set. The central tendency or measure of central tendency is a central or typical value for a probability distribution.
Z-Scores
A z-score is a unit of measurement used in statistics to describe the position of a raw score in terms of its distance from the mean, measured with reference to standard deviation from the mean. Z-scores are useful in statistics because they allow comparison between two scores that belong to different normal distributions.
Year | Welfare family size |
---|---|
1969 | 4.0 |
1973 | 3.6 |
1975 | 3.2 |
1979 | 3.0 |
1983 | 3.0 |
1988 | 3.0 |
1991 | 2.9 |
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Part (a)
Using "Year" as the independent variable and "Welfare family size" as the dependent variable, make ascatter plot of the data. -
Part (b)
Calculate the least squares line. Put the equation in the form of:ŷ = a + bx.(Round your answers to three decimal places.)
ŷ = + x -
Part (c)
Find thecorrelation coefficient r. (Round your answer to four decimal places.)
r =
Is it significant?YesNo -
Part (d)
Find the estimated welfare family size in 1971. (Use your equation from part (b). Round your answer to one decimal place.)
people
Find the estimated welfare family size in 1990. (Use your equation from part (b). Round your answer to one decimal place.)
people -
Part (e)
Use the two points in part (d) to plot the least squares line. (Upload your file below.)
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Part (f)
Based on the above data, is there a linear relationship between the year and the average number of people in a welfare family?Yes or No?
Part (g)
1960 | people |
1995 | people |
Does the least squares line give an accurate estimate for those years? Explain why or why not.
- Yes, we can estimate the welfare family size for any year using the least squares line.
- No, the years are outside the domain of 1969 to 1991.
Part (h)
- Yes, (1969, 4.0) is an outlier.
- Yes, (1991, 2.9) is an outlier.
- Yes, (1969, 4.0) and (1991, 2.9) are outliers.
- No, there are no outliers.
Part (i)
people
Does the least squares line give an accurate estimate for that year? Explain why or why not.
- The estimate is not accurate because it is much lower than the observed values in 1983 and 1988.
- The estimate is accurate because it follows the linear trend of the data set and falls within the domain of the data.
- The estimate is not accurate because it falls outside the domain.
- The estimate is not accurate because it does not follow the linear trend.
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Part (j)
What is the slope of the least squares (best-fit) line? (Round your answer to three decimal places.)
Interpret the slope.As the ( ---Select---)increases by one, the (---Select---) decreases by .Select either year or size of the welfare
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