Question

why cannot simple regression be used to test the significance of the difference among 3 or...

why cannot simple regression be used to test the significance of the difference among 3 or means ?

Homework Answers

Answer #1

t-tests and ANOVAs involve the use of categorical predictors, while linear regression involves the use of continuous predictors. ... When comparing between 2 groups, there are 2 parameters in the regression model that need to be estimated: b0 and b1,therfore simple regression cannot be used to test the significance of the difference 3 or means ,test the significance;significance test uses data to evaluate a hypothesis by comparing sample point estimates of parameters to values predicted by the hypothesis.

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
3. Is a simple t-test for the difference between group means sufficient to determine a causal...
3. Is a simple t-test for the difference between group means sufficient to determine a causal effect? Why, or why not?
Explain the difference between simple and multiple linear regression. A. Simple linear regression is faster B....
Explain the difference between simple and multiple linear regression. A. Simple linear regression is faster B. The difference is in how many independent variables used in the regression model C. There is no difference D. There is a difference in the linearity
Complete the following table and test whether there is a difference among the group means at...
Complete the following table and test whether there is a difference among the group means at a 0.025 level of significance. Source df SS MS F Among Groups 787.5 3.5 Within Groups 16 1200 Total
A sample of 200 monthly observations is used to run a simple linear regression: Returns =...
A sample of 200 monthly observations is used to run a simple linear regression: Returns = β0 + β1 Leverage + ε. A 5% level of significance is used to study if leverage has a significant influence on returns. The value of the test statistic for the regression coefficient of Leverage is calculated as t198 = –1.09, with an associated p-value of 0.2770. The correct decision is to ________.
Multicollinearity cannot occur in a simple linear regression model. True False
Multicollinearity cannot occur in a simple linear regression model. True False
What is logistic regression? When should we use logistic regression instead of linear regression? Why cannot...
What is logistic regression? When should we use logistic regression instead of linear regression? Why cannot we use linear regression where logistic regression is used? Provide the generalized multiple logistic regression equation.
The main difference between simple linear regression and multiple regression is: Selected Answer: Multiple regression uses...
The main difference between simple linear regression and multiple regression is: Selected Answer: Multiple regression uses more than one explanatory variable, while simple linear regression only uses one. Answers: Multiple regression uses more than one response variable, while simple linear regression only uses one. Simple linear regression uses more than one response variable, while multiple regression only uses one. Multiple regression uses more than one explanatory variable, while simple linear regression only uses one. Simple linear regression uses more than...
If an ANOVA test indicates there is a difference among the group means, in order to...
If an ANOVA test indicates there is a difference among the group means, in order to identify which specific means are statistically different from the others, you would use: Select one: a. T test b. Tukey-Kramer procedure c. F test d. Levene test
Explain why the slope can be used as a test of the relationship of two variables...
Explain why the slope can be used as a test of the relationship of two variables in simple regression
Simple linear regression can be used to determine the fitted model for an exponential regression function...
Simple linear regression can be used to determine the fitted model for an exponential regression function if we make the correct logarithmic transformation on the exponential formula. True or False
ADVERTISEMENT
Need Online Homework Help?

Get Answers For Free
Most questions answered within 1 hours.

Ask a Question
ADVERTISEMENT