Question

We wish to look at the relationship between sales experience (in years) and annual sales (in...

We wish to look at the relationship between sales experience (in years) and annual sales (in $10,000). Summary measures are given below: n=7, Σxi=70, Σx2i=896, Σyi=77, Σy2i=949, and Σxiyi=907 Find the correlation.

Homework Answers

Answer #1

Given n= 7 ,   , , , ,

Correlation (r)= ?

r= Cov(x,y)/6x 6y

Xbar= = 70/7 = 10

Ybar= = 77/7 = 11

6x2= = 896/7-(10)^2= 28

6x=√28= 5.2915

6y2== 949/7 - (11)^2 = 14.5714

6y= √14.5714= 3.8172

Cov(x,y)=

= 907/7 - (10)(11) = 19.5714

r= Cov(x,y)/6x6y

= 19.5714/(5.2915 * 3.8172)

= 0.9689

Correlation= 0.9689

r>0 positive ly correlation.

Know the answer?
Your Answer:

Post as a guest

Your Name:

What's your source?

Earn Coins

Coins can be redeemed for fabulous gifts.

Not the answer you're looking for?
Ask your own homework help question
Similar Questions
We wish to look at the relationship between y and x. Summary measures are given below:...
We wish to look at the relationship between y and x. Summary measures are given below: n=5, xbar=9.4, ybar=17.2, SSxx=137.2, SSyy=242.8, and SSxy=-169.4 Find the t test statistic for the hypothesis H0: β1=0 vs Ha: β1≠0.
3. A sales manager collected the following data on annual sales and years of experience. Salesperson...
3. A sales manager collected the following data on annual sales and years of experience. Salesperson Years of Experience Annual Sales ($000s) 1 1 132 2 3 160 3 4 145 4 5 168 5 6 168 6 8 180 7 10 188 8 11 218 9 11 193 10 13 229 a. Develop a scatter diagram for these data with years of experience as the independent variable. b. Develop an estimated regression equation that can be used to predict...
1) Let's say that we use 16 mice in a study that seeks a relationship between...
1) Let's say that we use 16 mice in a study that seeks a relationship between the concentration (x) of a toxic substance and the mortality time of mice (y), and the findings given in the table below are obtained. Is there a relationship between concentration and death time? What is the direction and strength of the relationship? Find it with correlation analysis. Concentration (microgram) Death time (minutes) 20 20 25 18 30 18 35 16 40 17 45 16...
A sales manager collected data on annual sales for new customer accounts and the number of...
A sales manager collected data on annual sales for new customer accounts and the number of years of experience for a sample of 10 salespersons. In the Microsoft Excel Online file below you will find a sample of data on years of experience of the salesperson and annual sales. Conduct a regression analysis to explore the relationship between these two variables and then answer the following questions. Open spreadsheet Compute b1 and b0 (to 1 decimal). b1 = b0 =...
Annual income of staff of DebMarine (in thousands of dollars) and years their years of experience....
Annual income of staff of DebMarine (in thousands of dollars) and years their years of experience. A random sample of DebMarine staff Annual income and years of experience are as follows. Years of education (x) 3 3 5 7 5 10 7 15 7 10 5 15 5 Annual Income (000s) (y) 17 15 20 30 23 40 27 45 31 43 27 50 25 a. Which variable is the dependent variable? [2] b. Determine the least squares estimated regression...
A sales manager collected data on annual sales for new customer accounts and the number of...
A sales manager collected data on annual sales for new customer accounts and the number of years of experience for a sample of 10 salespersons. In the Microsoft Excel Online file below you will find a sample of data on years of experience of the salesperson and annual sales. Conduct a regression analysis to explore the relationship between these two variables and then answer the following questions. Salesperson Years of Experience Annual Sales ($1000s) 1 1 84 2 4 93...
Using the “Experience and Income.xlsx” file, determine the sample correlation coefficient between the annual salary and...
Using the “Experience and Income.xlsx” file, determine the sample correlation coefficient between the annual salary and the job market experience variables. You must submit your actual Excel file with the output as part of the assignment. Annual Salary 1 Years of Job Market Experience 0.121452784 1 Part (b) (2 points) Interpret the sample correlation coefficient you found in part (a). Part (c) (2 points) If we regressed income on experience, what share of the variation in income could be explained...
Salesperson Years of Experience Annual Sales ($1000s) 1 1 85 2 4 100 3 4 91...
Salesperson Years of Experience Annual Sales ($1000s) 1 1 85 2 4 100 3 4 91 4 4 97 5 6 107 6 9 109 7 10 118 8 11 126 9 10 113 10 14 132 Compute b1 and b0 (to 1 decimal). b1 = b0 = Complete the estimated regression equation (to 1 decimal). y = ... + x According to this model, what is the change in annual sales ($1000s) for every year of experience (to 1...
A sales manager collected the following data on x = years of experience and y =...
A sales manager collected the following data on x = years of experience and y = annual sales ($1,000s). The estimated regression equation for these data is ŷ = 80 + 4x. Salesperson Years of Experience Annual Sales ($1,000s) 1 1 80 2 3 97 3 4 92 4 4 107 5 6 103 6 8 101 7 10 119 8 10 118 9 11 127 10 13 136 A. Compute SST, SSR, and SSE. B. Compute the coefficient of...
A manager wishes to determine the relationship between the number of miles (in hundreds of miles)...
A manager wishes to determine the relationship between the number of miles (in hundreds of miles) the manager's sales representatives travel per month and the amount of sales (in thousands of dollars) per month. For the given data calculate the following: X=miles travelled 5 6 12 10 11 15 6 y=sales 31 32 70 61 64 60 45 a) Correlation coefficient b) Equation of regression line c) Find the value of sales when they travelled is 7 miles.