Simple linear regression model problem

Assignment Help Basic Statistics
Reference no: EM1396628

A fellow researcher fits a simple linear regression model Yi = α + βXi + ui by least squares, but has doubts that the first least squares assumption E(ui |Xi) = 0 is correct for her data set. She decides to test for this assumption by calculating the residuals from her regression ûi = Yi - Yi and then performing the usual t-test of the null hypothesis that their (population) mean is zero, assuming the errors are normally distributed. Evaluate her strategy.

Reference no: EM1396628

Questions Cloud

Identify recruit potential respondents : The Coca-Cola Industry has asked you to conduct Internet focus groups with heavy users of soft drinks. Elucidate Explain how you would identify also recruit potential respondents?
Describe the situation of decision making in flatrock : You have been asked to describe the situation in Flatrock, the actions you took, and why you took those actions at time of crisis. Write down memo to your supervisor, Chris Campbell.
Provide an explanation for your prediction : A new virus is infecting people's hearts. This virus is specific to the cardiac muscle and spreads through gap junctions. When it encounters cells without gap junctions.
What is the frequency of heterozygotes : What is the frequency of heterozygotes (Aa) in a population in which the frequency of all dominant phenotypes is 0.25 and the population is in H-W equilibrium?
Simple linear regression model problem : A fellow researcher fits a simple linear regression model Yi = α + βXi + ui by least squares, but has doubts that the first least squares assumption E(ui |Xi) = 0 is correct for her data set.
Role of sterile saline plus organism on the slide test : How would you interpret a negative Slide Test and a positive Tube test using the same organism? What is the role of sterile saline plus organism on the Slide Test?
Provide correct labels for generations and individuals : Construct-diagram a pediigree that clearly demonstrates the x-linked recessive pattern of inheritance. Use a made up trait and family history containing three generation and between 18 and 20 individuals with equal numbers of females and males in ..
Idea of least squares : What is the idea of "least squares"? What is the connection between "least squares" and linear regression?
Standard deviation of profit per ticket : One state lottery has 300 prizes of $1, 65 prizes of $10, 18 prizes of $75, 6 prizes of $325, 2 prizes of $1000, and 1 prize of $2000. Assume that 32,000 lottery tickets are issued and sold for $1.

Reviews

Write a Review

Basic Statistics Questions & Answers

  Calculating probability values

What is the probability of selecting an accounting major, given that the person selected is a male?

  Significant change in the population mean

Testing for Population mean - determine if there has been a significant change in the population mean.

  Find the probability that the response time

The response time for Denver police to respond to emergency calls is 8.4 minutes with a standard deviation 1.7 find the probability that the response time for a call between 5 and 10 minutes.

  Average utility bill in delaware

Using α = 0.05, does this sample provide enough evidence to conclude that the average utility bill in Delaware was lower in the winter of 2011-2012 than it was in the winter of 2010-2011?

  Consider a binomial distribution with 15 identical trials

Consider a binomial distribution with 15 identical trials, and a probability of success of 0.5. Use the normal approximation to find the probability that x = 2.

  Process capability ratio and six sigma

A customer wants delivery to be ensured between 10 am and 2 pm. Your truck leaves the factory at 4 am and time taken to reach the customer is normally distributed with an average of 8 hrs and a standard deviation of 1 hr.

  Least squares regression line-correlation

Find an equation of the least squares regression line. Please show your work. Is there a linear correlation between "x" and "y" at the 0.01 significance level? Please justify your answer.

  Comparing internal and external validity

Compare and contrast internal and external validity. Describe and give examples of research questions for which external validity is a primary concern.

  Find out the mean annual family medical expenses

A survey is planned to determine the mean annual family medical expenses of employees of a large company. The management of the company wishes to be 95% confident that the sample mean is correct to within plus-or-minus $50 of the population mean.

  Expected demand based on relative frequency

A video rental store has two video cameras available for customers to rent. Historically, demand for cameras has followed this distribution:

  Estimation of incidence proportion

Using the data for women, complete an analysis of CHD incidence in women similar to the one completed for men.

  Decision on selecting the destination

They both want to know what family member typically does the research about possible honeymoon destinations, and who primarily makes the decision on selecting the destination.

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