You want to test the hypothesis that the intercept is statistically significantly different from zero. To do so, you conduct a t-test. How many degrees of freedom do you have? a n b n-2 c 4 d Both b. and c. are correct
You want to test the hypothesis that the intercept is statistically significantly different from zero. To do so, you conduct a t-test. How many degrees of freedom do you have? a n b n-2 c 4 d Both b. and c. are correct
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
You want to test the hypothesis that the intercept is statistically significantly different from zero. To do so, you conduct a t-test. How many degrees of freedom do you have?
a
|
n
|
b
|
n-2
|
c
|
4
|
d
|
Both b. and c. are correct
|
You want to test the hypothesis that the intercept is statistically significantly different from zero. To do so, you conduct a t-test. Your alpha (the risk you accept to make a Type I error) is alpha=0.1. What is your t-statistic to conduct the hypothesis test?
A
|
t=4.11
|
b
|
t=3.11
|
c
|
t=2.11
|
d
|
t=1.11
|
The standard error of the slope is
a
|
0.89
|
b
|
0.99
|
c
|
1.09
|
d
|
1.19
|
You want to test the hypothesis that the slope coefficient is statistically significantly different from zero. To do so, you use the attached t-table. Your alpha (the risk you accept to make a Type I error) is alpha=0.1. What is your t-statistic to conduct the hypothesis test?
a
|
t=-2.00
|
b
|
t=-2.24 |
c
|
t=-2.50
|
d
|
t=-2.75
|
Which statement is true? Given your alpha of alpha=0.1, you
a
|
Reject the null for the intercept, and fail to reject the null for the slope
|
b
|
Reject the null for the slope, and fail to reject the null for the intercept
|
c
|
Reject the null for both the intercept and the slope
|
d
|
Fail to reject the null for both the intercept and the slope
|
The explained sum of squares of the regression is ESS =
a
|
20
|
b
|
30
|
c
|
40
|
d
|
50
|
The residual sum of squares of the regression is RSS =
a
|
4
|
b
|
8
|
c
|
16
|
d
|
32
|
The total sum of squares of the regression is TSS =
a
|
24
|
b
|
38
|
c
|
56
|
d
|
72
|
The R-squared of the regression is R2=
a
|
0.46
|
b
|
0.56
|
c
|
0.66
|
d
|
0.76
|
The F-ratio is
a
|
4
|
b
|
5
|
c
|
6
|
d
|
7
|
In a regression with one intercept and only one slope coefficient, which two values will be the same?
a
|
The F-ratio and the t-score for the intercept
|
b
|
The F-ratio and the t-score for the slope
|
c
|
The p-value for the F-ratio and the p-value for the t-score of the intercept
|
d
|
The p-value for the F-ratio and the p-value for the t-score of the slope coefficient
|
The p-value for the F-ratio is between
a
|
1% and 2%
|
b
|
2% and 5%
|
c
|
5% and 10%
|
d
|
10% and 20%
|
In the regression, how many observations have a residual of zero (are "direct hits")?
a
|
0
|
b
|
1
|
c
|
2
|
d
|
4
|
Which statement is false? If the slope of a regression line is zero
a
|
ESS is zero
|
b
|
R Square is zero
|
c
|
The F-Stat is zero
|
d
|
RSS is zero
|
Which statement is false? A linear regression line always goes through
a
|
The origin
|
b
|
The mean of x
|
c
|
The mean of y
|
d |
Both b. and c. are correct
|
The method used to determine a regression line is called
a
|
Ordinal least triangles
|
b
|
Opulent least pentagons
|
c
|
Obscure least circles |
d
|
Ordinary least squares
|
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