Calculate and interpret the coefficient of determination

Assignment Help Applied Statistics
Reference no: EM131087136

Econ 310, Spring 2014- Week 13:

Problem 1-

Table 1 - Statistics for 3 treatment

Statics

1

2

3

n

5

5

5

x-

10

15

20

s2

50

50

50

(1) Compute the ANOVA table

(2) Test whether the 3 treatment have the same mean.

Problem 2- Attempting to analyze the relationship between advertising(X) and sales(Y), the owner of a furniture store recorded the monthly advertising budget(in thousand) and the sales(in millions) for a sample of 12 months. The data are summarized as follows: x¯ = 50, y¯ = 10.8, sx = 5.6, sxy = 56.7, s = 18.3

1. Calculate the leat squares line and interpret the coefficients.

2. Determine the Standard error of the estimate.

3. Estimate a confidence interval for β1 with 95% confidence.

4. Test H0: β1 = 0, H1: β1 ≠ 0 at 5% significance level.

5. Calculate and interpret the coefficient of determination.

Reference no: EM131087136

Questions Cloud

Suppose the sum of the resulting sample ranges : Subgroups of power supply units are selected once each hour from an assembly line, and the high-voltage output of each unit is determined.
Will this system meet the requirements : Will this system meet the requirements?
Guerilla marketing-permission marketing : Distinguish between guerilla marketing, permission marketing, and word-of-mouth marketing.
What do you expect to happen in pre-trial negotiations : What will happen if the case goes to trial after the defendant (injurer) offers to settle for $10,001? Is the plaintiff (victim) better off accepting this offer or going to trial - What do you expect to happen in pre-trial negotiations?
Calculate and interpret the coefficient of determination : Attempting to analyze the relationship between advertising(X) and sales(Y), the owner of a furniture store recorded the monthly advertising budget(in thousand) and the sales(in millions) for a sample of 12 months. Calculate and interpret the coeff..
Pricing or placement in the market : In a 3 - 5 page paper research the following 10 questions about Coca-Cola organization. How much is innovation (coming up with something new) a factor in the marketplace where your organization does business? Is most of the innovation in this market..
What is the resolution in degrees per state : what is the resolution in degrees per state (that is, degrees per LSB)?
A manufacturer of dustless chalk instituted : A manufacturer of dustless chalk instituted a quality control program to monitor chalk density. The sample standard deviations of densities for 24 different subgroups, each consisting of n = 8 chalk specimens, were as follows:
Linear programming model for the problem : The selling price of casting X is Rs 300 per unit and that of Y is360 per unit. There are no limitations on the number of X and Y casting that can be sold. The company wishes to maximize its profit. Formulate a linear programming model for the pro..

Reviews

Write a Review

Applied Statistics Questions & Answers

  College do not differ in height from apex men

Consider the following: Your friend wishes to know if men at his college are 72 inches tall, on average. He randomly sampled 10 men on his campus, measured their height, and calculated the sample mean to be 69 inches. He concluded that men at his col..

  A researcher is interested in gender differences

A researcher is interested in gender differences in attitudes toward flying

  Which of the variables are quantitative

A description of different houses on the market includes the following three variables. Which of the variables are quantitative - he total number of states represented by the total area of the bars is

  Analysis and the introduction od six sigma

Produce a short report to update your manager on both the method and results of your analysis and the introduction od 'Six Sigma'.

  An sat preparation course score significantly different

Researcher wants to determine whether high school students who attend an SAT preparation course score significantly different on the SAT than students who do not attend the preparation course. For those who do not attend the course,

  Do the results support the professors hypothesis

The mean percentage of correctly recalled words was calculated for each type of list for each participant. From the information provided on the right, does any difference exist between the recall of high versus low frequency words?

  What is the probability

A typical adult has an average IQ score of 105 with a standard deviation of 20. If 20 randomly selected adults are given an IQ test, what is the probability that the sample mean scores will be between 85 and 125 points?

  Find the following area under the standard normal curve

Find the following area under the standard normal curve: to the right of z = 2.20; ie, P(z > 2.20) = ?

  How can one come up with the probability of success

Refer to the new product development example in the overview of this module. Suppose that there is a 60% probability that the product will be a success on the market (that means, the probability of failure is 40%). If the product is a success, you wi..

  Find the confidence interval on downtime

What does the confidence level determine (in simple terms)? Determine the a risk for each of the confidence levels below. Find the confidence interval on downtime.

  Draw the decision tree

In the above table, households are classified according to whether they planned to purchase and whether they actually purchased big-screen televisions.  Draw the Decision Tree for this example.

  Quantitative analysis decision makingquestion 1- explain

quantitative analysis decision makingquestion 1- explain the advantages and disadvantages of two time-series analyses.

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd