Based on the pictures: a)Interpret the coefficient on lnypcpenn and its p-value.  b)Interpret the coefficient on ln_annualprecip and its p-value.  c)Interpret the coefficient on ff-rents and its p-value.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question

1 Based on the pictures:

a)Interpret the coefficient on lnypcpenn and its p-value. 

b)Interpret the coefficient on ln_annualprecip and its p-value. 

c)Interpret the coefficient on ff-rents and its p-value. 

R R 4.1.1 ~
Coefficients:
(Intercept)
Inypcpenn
In_gasprice
In_annualprecip
ffrents
Inpop
Inland
incomegrouplow
incomegroupmiddle
Jobs X
Estimate Std. Error t value Pr(>ltl)
2.565876
0.804007
3.191 0.00180 **
0.685822
0.057305 11.968 < 2e-16 ***
0.10205
-0.117126
0.071093 -1.648
-0.100838
0.040154 -2.511 0.01335 *
0.001111
0.003603 0.308
0.75833
-0.058083 0.033443 -1.737
0.08497
0.071733 0.026363 2.721 0.00747 **
0.123811 0.243314 0.509 0.61178
-0.348097 0.120393 -2.891 0.00455 **
Signif. codes: 0 ***' 0.001 **' 0.01 * 0.05 '.' 0.1
(
Residual standard error: 0.3945 on 121 degrees of freedom
(7 observations deleted due to missingness)
Multiple R-squared: 0.8595, Adjusted R-squared: 0.8503
F-statistic: 92.55 on 8 and 121 DF, p-value: < 2.2e-16
'1
Transcribed Image Text:R R 4.1.1 ~ Coefficients: (Intercept) Inypcpenn In_gasprice In_annualprecip ffrents Inpop Inland incomegrouplow incomegroupmiddle Jobs X Estimate Std. Error t value Pr(>ltl) 2.565876 0.804007 3.191 0.00180 ** 0.685822 0.057305 11.968 < 2e-16 *** 0.10205 -0.117126 0.071093 -1.648 -0.100838 0.040154 -2.511 0.01335 * 0.001111 0.003603 0.308 0.75833 -0.058083 0.033443 -1.737 0.08497 0.071733 0.026363 2.721 0.00747 ** 0.123811 0.243314 0.509 0.61178 -0.348097 0.120393 -2.891 0.00455 ** Signif. codes: 0 ***' 0.001 **' 0.01 * 0.05 '.' 0.1 ( Residual standard error: 0.3945 on 121 degrees of freedom (7 observations deleted due to missingness) Multiple R-squared: 0.8595, Adjusted R-squared: 0.8503 F-statistic: 92.55 on 8 and 121 DF, p-value: < 2.2e-16 '1
6:1
(Top Level) +
Console Terminal x
R R 4.1.1 ~/
Residuals:
Min
.
1Q Median
3Q
Max
-0.93396 -0.26189 -0.05778 0.23900 1.13305
Coefficients:
Background Jobs x
(Intercept)
Inypcpenn
In_gasprice
In_annualprecip
ffrents
Inpop
Inland
Estimate Std. Error t value Pr(>ltl)
2.565876 0.804007 3.191
0.685822 0.057305 11.968
-0.117126 0.071093 -1.648
-0.100838 0.040154 -2.511
0.001111
0.003603 0.308
-0.058083 0.033443 -1.737
0.071733
0.026363 2.721
incomegrouplow
0.123811
0.243314 0.509
incomegroupmiddle -0.348097 0.120393 -2.891
Signif. codes: 0 ***** 0.001 '**' 0.01 * 0.05 .' 0.1
0.00180 **
< 2e-16 ***
0.10205
0.01335 *
0.75833
0.08497
0.00747 **
0.61178
0.00455 **
1
I
Transcribed Image Text:6:1 (Top Level) + Console Terminal x R R 4.1.1 ~/ Residuals: Min . 1Q Median 3Q Max -0.93396 -0.26189 -0.05778 0.23900 1.13305 Coefficients: Background Jobs x (Intercept) Inypcpenn In_gasprice In_annualprecip ffrents Inpop Inland Estimate Std. Error t value Pr(>ltl) 2.565876 0.804007 3.191 0.685822 0.057305 11.968 -0.117126 0.071093 -1.648 -0.100838 0.040154 -2.511 0.001111 0.003603 0.308 -0.058083 0.033443 -1.737 0.071733 0.026363 2.721 incomegrouplow 0.123811 0.243314 0.509 incomegroupmiddle -0.348097 0.120393 -2.891 Signif. codes: 0 ***** 0.001 '**' 0.01 * 0.05 .' 0.1 0.00180 ** < 2e-16 *** 0.10205 0.01335 * 0.75833 0.08497 0.00747 ** 0.61178 0.00455 ** 1 I
Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Similar questions
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman