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Regression Analysis

A national trade association is concerned with increasing competition from foreign companies. They decide, in close consultation with their membership, to evaluate the sales performance of 25 randomly selected U.S. companies, so that all companies can benefit from their collective experience.

A national trade association is concerned with increasing competition from foreign companies. They decide, in close consultation with their membership, to evaluate the sales performance of 25 randomly selected U.S. companies, so that all companies can benefit from their collective experience. The associationâ??s research direc

Interpret Multiple Regression Output: Description and Point Estimates

Municipalities and states have been asked by the Department of Energy to assess their energy requirements for each of the alternative fuels. In particular, they have decided to focus initially on natural gas, given the enormity of U.S. reserves and its relative cleanliness. Following are the data and output for selected munic

Skaff Appliance Company: Analyze sales by location

See attached file for proper format. The Skaff Appliance Company currently has over 1,000 retail outlets throughout the United States and Canada. They sell name brand electronic products, such as TVs, stereos, VCRs, and microwave ovens. Skaff Appliance is considering opening several additional stores in other large metropolit

The Zebra Wild Game Company Linear Regression Analysis: Sales and advertising

See attached file. The Zebra Wild Game Company sells exotic game to high end restaurants throughout Asia. The sales manager wants to determine what, if any, relationship exists between the pounds/week of game sold by 24 sales persons and the advertising dollars spent (in hundreds of dollars/week). Attached is the Minitab

Simple Linear Regression Analysis

See attached file. The Abalone Fancy Fish Company sells exotic fish to high end restaurants throughout the West Coast. The sales manager wants to determine what, if any, relationship exists between the pounds/week of fish sold by 24 sales persons and the length of time (in years) the sales person has been with the company.

Standard error of estimate of regression coefficient

See attached file. The Zebra Wild Game Company sells exotic game to high end restaurants throughout Asia. The sales manager wants to determine what, if any, relationship exists between the pounds/week of game sold by 24 sales persons and the advertising dollars spent (in hundreds of dollars/week). Attached is the Minitab

Simple Linear Regression Analysis for Aabalone Fancy

See attached file. The Abalone Fancy Fish Company sells exotic fish to high end restaurants throughout the West Coast. The sales manager wants to determine what, if any, relationship exists between the pounds/week of fish sold by 24 sales persons and the length of time (in years) the sales person has been with the company.

Regression Model: Natural Gas Consumption vs Temperature

See attached file. A very broad consensus has emerged around the proposition that global warming is a reality with likely serious global consequences. Many energy economists and political leaders are advocating a multipronged approach to providing alternative energy, including nuclear, natural gas, clean coal, and renewable

Linear Regression for 42 inch plasma televisions by brand

See attached data file. Consumer Reports provided extensive testing and ratings for more than 100 HDTVs. An overall score, based primarily on picture quality, was developed for each model, In general, a higher overall score indicates better performance. The following data show the price and overall score for the ten 42 inch p

Statistics: 10 multiple questions

See file attached for proper format. 1. Suppose that a researcher wishes to determine whether there is a linear relationship between weight and blood pressure in a sample of older persons in the community. Which statistical methods would most likely be employed to answer this question? a) Independent sample t-test b) One-wa

Regression Analysis: IRS Audit

See the attached data file. The Transactional Records Access Clearinghouse at Syracuse University reported data showing the odds of an Internal Revenue Service audit. The following table shows the average adjusted gross income reported and the percent of the returns that were audited for 20 selected IRS districts. Instruct

Regression Analysis

The following data show the annual revenue ($millions) and the estimated team value ($millions) for the 32 teams in the National Football League (Forbes website, February 2009). Please use Excel.file attached. Answer the following: 1. Write the regression equation, 2. Interpret the regression constant and regressi

Test whether age is a variable between education and hours worked

Please note that more information is in the attached document. However, here is the question: Provide your findings of this analysis as you would in a research report. Be specific in your analysis - start from the larger portion of the analysis and move to specifics. Restate the RQ; provide descriptive analysis (not ne

Statistics

DATA: Day 1: 45 mins. Day 2: 37 mins. Day 3: 49 mins. Day 4: 53 mins. Day 5: 41 mins Day 6: 43 mins Day 7: 31 mins. Day 8: 46 mins. Day 9: 39 mins. Day 10: 43 mins Day 11: 47 mins Day 12: 39 mins Day 13: 53 mins Day 14: 42 mins Day 15: 39 mins 1. Divide your data in half, your first 8 observations

ANOVA & Least Squares Problems

See data is on the attached file. 1. Find the equation of the regression line for the given data. 2. The data below are the final exam scores of 10 randomly selected statistics students and the number of hours they studied for the exam. Find the equation of the regression line for t

Car's mileage and the sales price for a Honda Accord

The cost of a previously owned car depends upon factors such as make, model, year, mileage, condition, and whether the car is purchased from a dealer or from a private seller. To investigate the relationship between the car's mileage and the sales price, data were collected on the mileage and the sale price for 10 private sales

Regression Analysis Calculation and Interpretations

The following data are the grade point averages x and the monthly salaries y for students who obtained a bachelor's degree in business administration with a major in information systems. The estimated regression for these data is by = 1790:5 + 581:1x. GPA Monthly Salary 2.6 3300 3.4 3600 3.6 4000 3.2 3500 3.5 3900 2.9

Regression Model: Predict beer sales when the company spends on 12 advertisements

See attached file. The price of the 'Spirit of the Devil' brand beer fluctuates from month to month due to the change in raw material prices and other factors. The company that sells this beer also advertises several times a month. The company wishes to investigate the impact of price and advertising on beer sales and collec

Regression Model: Estimate expected sales using coupons in newspaper advertising

See attached file. A consumer packaged goods company puts out several advertisements every month in the local news paper and includes a discount coupon with the advertisements. The company has collected data on the number of advertisements it ran for the last 12 months as well as the dollar value of the coupon offered in e

Price of steak per pound to total sales of steak in a week

A meat processing company is interested in understanding the relationship between the price of their steak (per pound) and the total sales of steak in a week. The company records the average price charged (in dollars) per pound of steak and the total sales (in thousands of dollars) per week for 15 weeks. Run a simple linear reg

Explanation of Various Aspects of Regression Analysis

See the attached file. Nine different students were given version A of a test to determine their knowledge of statistical concepts. The students then took a course in statistical concepts. At the end of the course the students took version B of the same test. You are asked to determine if the course was effective in improving

Statistics Time-Series Forecasting problems: 16.7, 16.13, 16.15, 16.47

See attached data files. 16.7 The following data (stored in Treasury) represent the three-month Treasury bill rates in the U.S. from 1991-2008: Year Rate 1991 5.38 1992 3.43 1993 3.00 1994 4.25 1995 5.49 1996 5.01 1997 5.06 1998 4.78 1999 4.64 2000 5.82 2001 3.40 2002 1.61 2003 1.0

Find the square data regression line for the included data.

Using a computer software, find the least square data regression line for data below. Based on the F test, is there a statistically significant relationship between the first grade and the final grade of the students. Regression ________________________________________ Student 1 2 3 4 5

Statistics Problems 14.7, 14.25, 14.41, 14.43, 14.49

See attached files. 14.7 The business problem facing the director of broadcasting operations for a television station was the issue of standby hours (i.e. hours in which unionized graphic artists are paid but are not actually involved in any activity) and what factors were related to standby hours. The study included the foll

Regression Analysis

A consumer organization wants to develop a regression model to predict mileage (as measured by miles per gallon) based on the horsepower of the car's engine and the weight of the car (in pounds). Date were collected from a sample of 50 recent car models, and the results are organized and stored in Auto. a. State the multiple