A random sample of some of the heaviest carnivores on Earth was reviewed to determine if there is an association between the length (in meters) and weight (in kilograms) of these carnivores. Here are the scatter plot, the residuals plot, a histogram of the residuals, and the regression analysis of the data. Use this information to analyze the association between the length and weight of these carnivores.
A random sample of some of the heaviest carnivores on Earth was reviewed to determine if there is an association between the length (in meters) and weight (in kilograms) of these carnivores. Here are the scatter plot, the residuals plot, a histogram of the residuals, and the regression analysis of the data. Use this information to analyze the association between the length and weight of these carnivores.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Transcribed Image Text:A random sample of some of the heaviest carnivores on Earth was reviewed to determine if there is an
association between the length (in meters) and weight (in kilograms) of these carnivores. Here are the scatter
plot, the residuals plot, a histogram of the residuals, and the regression analysis of the data. Use this
information to analyze the association between the length and weight of these carnivores.
Hgram the ete
Rasiduala Vera the Fited Vl
Sertf htLeu
The regression equation is
Weight = - 668 + 485 Length
Coef SE Coef
232.8
90.63
Predictor
P
- 668.3
-2.87 0.024
5.35 0.001
Constant
Length
485.21
S = 194.794
R-Sq = 80.4%
R-Sq (adj) = 77.6%
Perform a significance test and state your conclusion in context.
O The population is the random sample of carnivores - the parameter is the relationship between height
and weights for the sample of carnivores
The population is carni
carnivores
parameter is the relationship between height and weight for
Ho: ?
Ha: ?
Choose the conditions which must be met:
On(1 – p) 2 10
ON > 10n
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Transcribed Image Text:Choose the conditions which must be met:
On(1 - p) 2 10
ON> 10n
O Residuals approximately normal
O Randomly Sampled
n(p) > 10
On 2 30 or normal population.
Onp 2 10
n(1 - p) > 10
O Linear Scatterplot
O No pattern in residuals-randomly scattered about the line
Name the test:
O Linear Regression T Test
O2 Prop. Z Test
Chi Square GOF Test
O2 Sample T Test
01 Prop. Z Test
O Chi Square Independence
Matched Pairs T Test
01 Sample T Test
Test Statistic
t =
The P-value is
less than alpha
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