For a particular regression analysis, SST = 218.8548 and SSR = 205.2173. a. Obtain the coefficient of determination. b. Determine SSE. a. Determine the value of r², the coefficient of determination. 2=1 (Round to four decimal places as needed.) b. Find SSE. SSE= (Round to four decimal places as needed.)
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- For the following exercises, use Table 4 which shows the percent of unemployed persons 25 years or older who are college graduates in a particular city, by year. Based on the set of data given in Table 5, calculate the regression line using a calculator or other technology tool, and determine the correlation coefficient. Round to three decimal places of accuracyFor the following exercises, consider the data in Table 5, which shows the percent of unemployed in a city ofpeople25 years or older who are college graduates is given below, by year. 41. Based on the set of data given in Table 7, calculatethe regression line using a calculator or othertechnology tool, and determine the correlationcoefficient to three decimal places.For the following exercises, consider the data in Table 5, which shows the percent of unemployed ina city of people 25 years or older who are college graduates is given below, by year. 40. Based on the set of data given in Table 6, calculate the regression line using a calculator or other technology tool, and determine the correlation coefficient to three decimal places.
- Table 6 shows the population, in thousands, of harbor seals in the Wadden Sea over the years 1997 to 2012. a. Let x represent time in years starting with x=0 for the year 1997. Let y represent the number of seals in thousands. Use logistic regression to fit a model to these data. b. Use the model to predict the seal population for the year 2020. c. To the nearest whole number, what is the limiting value of this model?Consider the following estimated regression model relating annual salary to years of education and work experience. Estimated Salary=11,149.90+2524.17(Education)+1104.17(Experience) Suppose an employee with 12 years of education has been with the company for 11 years (note that education years are the number of years after 8th grade). According to this model, what is his estimated annual salary?Find the linear regression line for the following table of values, where x represents number of deadlines due in a week and y represents average projects to manage. You will need to use a calculator, spreadsheet, or statistical software. Round your final answers to two decimal places.
- A multiple linear regression model based on a sample of 13 weeks is developed to predict standby hours based on the total staff present and remote hours. The SSR is 23,638.17 and the SSE is 33,273.99. c. Compute the coefficient of multiple determination, r2, and interpret its meaning. (Round to four decimal places as needed.)Consider the following regression analysis between sales (Y in $1,000) and social media advertising (X in dollars).Ŷ = 55,000 + 7XThe regression equation implies that an ________. Multiple Choice increase of $7 in advertising is associated with an increase of $7,000 in sales increase of $1 in advertising is associated with an increase of $7 in sales increase of $1 in advertising is associated with an increase of $62,000 in sales increase of $1 in advertising is associated with an increase of $7,000 in salesFrom the following data, determine if the data has a positive or a negative relationship with each other. Showcase the regression line, and determine if the data provided fits the approximate curve. Use the formula attached together with the given data.
- Based on the results of the regression, what would be the mose likely conclusion?wrie down the estimated regression equation?Consider the following hypothetical regression, with FAIL? as a dummy variable for if a business failed in its first year (1=failed, 0=didn’t fail); LOAN is how much money, in thousands of dollars, the business got as a loan when it started; GIG? is a dummy variable for if there was a gig economy job available, such as driving for Lyft (1=available, 0=not available), and COMP is the number of existing competitors the business faced when it started. All variables are statistically significant. FAIL? = 0.63 – 0.01*LOAN – 0.08*GIG? + 0.05*COMP Answer the following: Determine the predicted value of FAIL? if the business had a $30,000 loan, there was no gig economy, and four competitors. In everyday language, what does the estimated value found in A mean? If a business gets an additional six thousand dollars in loans, how would FAIL? change? Give the “punchline” interpretation of the COMP variable: “For every additional competitor…”