The table below includes data from taxi rides. The distances are in​ miles, the times are in​ minutes, the fares are in dollars, and the tips are in dollars. Is there sufficient evidence to conclude that there is a linear correlation between the time of the ride and the tip​ amount? Construct a​ scatterplot, find the value of the linear correlation coefficient​ r, and find the​ P-value of r. Determine whether there is sufficient evidence to support a claim of linear correlation between the two variables. Use a significance level of α=0.01. Does it appear that riders base their tips on the time of the ride?

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
The table below includes data from taxi rides. The distances are in​ miles, the times are in​ minutes, the fares are in dollars, and the tips are in dollars. Is there sufficient evidence to conclude that there is a linear correlation between the time of the ride and the tip​ amount? Construct a​ scatterplot, find the value of the linear correlation coefficient​ r, and find the​ P-value of r. Determine whether there is sufficient evidence to support a claim of linear correlation between the two variables. Use a significance level of
α=0.01.
Does it appear that riders base their tips on the time of the ride?
 
Choose the correct graph below (attached image)
 
Determine the linear correlation coefficient.
 
The linear correlation coefficient is
r=_____
​(Round to three decimal places as​ needed.)
Determine the null and alternative hypotheses.
 
H0​:
ρ
 
greater than>
equals=
not equals≠
less than<
enter your response here
H1​:
ρ
 
equals=
not equals≠
less than<
greater than>
enter your response here
​(Type integers or decimals. Do not​ round.)
Determine the test statistic.
 
The test statistic is
t=______
​(Round to two decimal places as​ needed.)
Determine the​ P-value.
 
The​ P-value is: ______
​(Round to three decimal places as​ needed.)
Determine the proper conclusion. Since the​ P-value of the linear correlation coefficient is
 
less than or equal to
greater than
the significance​ level, there
 
is not
is
sufficient evidence to
 
support
reject
the claim that there is
 
a
no
linear correlation between the time of the ride and tip amounts. It appears that riders
 
base
do not base
their tips on the time of the ride.
Taxi data
Distance
0.68
2.52
8.49
12.74
1.65
1.02
1.32
0.49
Time
6.00
18.00
31.00
27.00
11.00
8.00
8.00
2.00
Fare
6.30
14.30
31.75
36.80
9.80
7.80
7.80
4.80
Tip
1.89
4.29
2.98
0.00
1.96
2.34
0.00
0.00
Transcribed Image Text:Taxi data Distance 0.68 2.52 8.49 12.74 1.65 1.02 1.32 0.49 Time 6.00 18.00 31.00 27.00 11.00 8.00 8.00 2.00 Fare 6.30 14.30 31.75 36.80 9.80 7.80 7.80 4.80 Tip 1.89 4.29 2.98 0.00 1.96 2.34 0.00 0.00
O A.
OC.
D.
25
25-
A 25-
25-
0-
0-
35 C
Ride time (minutes)
35
Ride time (minutes)
35 C
Ride time (minutes)
35 E
Ride time (minutes)
Tip Amount ($)
Tip Amount ($)
B.
Tip Amount ($)
Tip Amount ($)
Transcribed Image Text:O A. OC. D. 25 25- A 25- 25- 0- 0- 35 C Ride time (minutes) 35 Ride time (minutes) 35 C Ride time (minutes) 35 E Ride time (minutes) Tip Amount ($) Tip Amount ($) B. Tip Amount ($) Tip Amount ($)
Expert Solution
trending now

Trending now

This is a popular solution!

steps

Step by step

Solved in 4 steps with 2 images

Blurred answer
Similar questions
  • SEE MORE 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