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Regression Analysis

Regression Analysis Intercepts

A) What is the least square of y on x and interpret the slope of the fitted regression b) Find and interpret the coefficient of determination for the fitted regression c) What is the 95% confidence interval for the slope of the population line. d) Find the point forcast of the rate of return on the stock of Ill. Power next mo

Regression Equation for Least Squares

1. Given the number of contacts and sales made by a company over two months, compare the numbers each month and determine the regression equation and the estimated sales if 40 contacts are made. Also, determine the standard of error estimate ... *(Please see attachment for complete problem and problem #2)

Interpolation and extrapolation in a linear regression model

The following data has been collected for two variables, X and Y. X Y 5 30 10 41 15 53 20 62 25 67 A simple linear regression model has been constructed using the data in the table and is being used to predict values for the variably Y Of 3, 7, 18 and 35, how do I determine which for variable X would lead to

Regression Equations

I need to figure out the regression equation, the value of Y when X is 7, the slope of the regression equation, the Y-intercept of the regression equation, the coefficient of correlation, and the coefficient of determination.

Correlation and Regression

Applicants for a particular job that involves extensive travel in Spanish speaking countries, must take a proficiency test in Spanish. The sample data below was obtained in a study of the relationship between the numbers of years applicants have studies Spanish and their score on the test. # of Years (χ) 3 4 4 2 5 3


Manatees are large sea creatures that live in the shallow water alone the coast of Florida. Many manatees are injured or killed each year by powerboats. Here are the data on manatees killed and powerboat registration (in thousands of boats) in Florida for the period 1984 to 1990. Year Powerboats Manatees Killed γ

Linear regression and correlation

What is realtionship between the amt spent per wk on food and the size of the family? Do larger families spend more on food? A sample of 10 families in the chicago are revealed the following figures for family size and the amount spent on food per week. Chart attached

Interpretation of EXCEL regression analysis

Following is a portion of the Excel output for a regression analysis relating maintenance expense (dollars per month) to usage (hours per week) for a particular brand of computer terminal. (see table in attachment) a. Write the estimated regression equation. b. Use a t test to determine whether monthly maintenance expens

Estimated Regression Equation

The typical household income and typical home price for a sample of 18 cities follows (see attachment - data are in thousands of dollars). PART A: a. Use these data to develop an estimated regression equation that could be used to estimate the typical home price for a city given the typical household income. b. Compute r2 [

Develop a scatter diagram for this data. Develop the estimated regression equation by computing the values of b (0) and b (1). Use the estimated regression to predict the value of y when x = 4

Given are five observations for two variables x and y. (see attached for details) x y 1 3 2 7 3 5 4 11 5 14 A. Develop a scatter diagram for this data. B. What does the scatter diagram in part A indicate about the relationship between the two variables? C. Try to aproximate the relationship between x and y by drawin

Need help structuring problem and solving

Results of multiple regression for Defect Summary measures Multiple R 0.9383 R-Square 0.8803 Adj R-Square 0.8612 StErr of Est 7.2326 ANOVA Table Source df SS MS F p-value Explained 4 9621.5292 2405.3823 45.9828 0.0000 Unexplained 25 1307.7628 52.3105 Regre


5. A product manager at Proctor & Gamble seeks to determine whether her company should market a new brand of toothpaste, called Tim's of Massachusetts. If the new brand succeeds, then P&G estimates that it would earn $2,000,000 in NPV. If Tim's fails, then the company expects to lose approximately $800,000 in NPV. If P&G decides

Regression Analysis

Please see attached there are 3 problems. I have added the instructions for #3

Checker's Pizza Statistical Analysis

The files attached include results from an experiment aimed at determining whether the training program and/or bonus incentive has an effect on employee tenure. ID: Sequential identification numbers assigned to employees included in the study Training: 1=training given to store manager 0=no training given Bon

Case Problem: Government (State) Spending And Student Achievement

Is the educational achievement level of students related to how much the state in which they reside spends on education? In many communities this important question is being asked by taxpayers who are being asked by their school districts to increase the amount of tax revenue spent on education. In this case, you will be asked t

Linear regression questions

A company has purchased several new, highly sophisticated machines. The production department needed some guidance with respect to qualifications needed by an operator. Is age a factor? Is the length of service as a machine operator important? In order to explore further the factors needed to estimate performance on the new

4288-1-2 (only 1 and 2)

1. The attached spreadsheet details the results of a Cobb-Douglas production function estimation for electricity production. Electricity is produced using heat (fuel), capital, and labor. (a) Write out the complete model. (b) What type of returns to scale does electricity production exhibit? (c) Calculate the marginal produ

Why is this statement true or false?

The standard error of the estimate can be used to determine a range within which the independent X variables can be predicted with varying degrees of statistical confidence based on the regression coefficients and the value for the Y variable. Why is this statement true or false?

Regression Equation

Plants emit gases that trigger the ripening of fruit, attract pollinators, and cue other physiological responses. The hydrocarbons emitted by the potato plant were measured and compared to the plant weight. Weight (x) was measured in grams and hydrocarbon emissions (y) were measured in hundreds of nanograms for 11 plants. Let

Rio River Railroad

The scatter plot using excel has been completed as well as the least squares regression model. The part where assistance is needed is in parts b and c of question 2 and question 4. The Rio-River Railroad, headquartered in Santa Fe, New Mexico, is trying to devise a method for allocating fuel costs to individual railroad cars


Subject: Multivariate model Details: I need to know how to report the findings from this type of model

Analysis of statistical data using microsoft Excel

Making sense of the data in Excel, in order to predict the two most influential , and the two least influential parameters. The enclosed table shows details from a sample of students. All students had to jump as high as possible, the results were measured in CMs. Out of all the personal details, Genda, Height, weight, B

Cost estimation & multiple regression

Cost estimation and using multiple regression: University Hospital has prepared a schedule of estimated overhead costs for its blood test unit for the coming year on the assumption that production will be 80,000 tests for the year. Costs have been classified as fixed or variable, according to the controller's judgment. See a

Logistic regression analysis

In my paper, I look at the effect of immigration on marital status among different ethnic groups. I would like to get a clear interpretation of my binary logistic regression findings. Although I am including the full SPSS output (in an excel format), I am particularly interested in the meaning of all exp(b) and Nagelkerke R Squa