When wildebeest are more abundant, they graze the grass more heavily, so there are fewer fires and more trees grow. Lions feed more successfully when there are more trees, so the lion population increases. The data on one part of this cycle, wildebeest abundance (in thousands of animals) and the percent of the grass area that burned in the same year are on the spreadsheet. To what extent do these data support the claim that more wildebeest reduce the percent of grasslands that burn? How rapidly does burned area decrease as the number of wildebeest increases? To answer these questions, create a scatterplot and add the regression line. Describe the scatterplot. Interpret the slope and intercept in context of the problem. Does the intercept explanation make sense in the real world? Find the correlation coefficient and coefficient of determination. What do they tell us about the relationship between number of wildebeest and percent of grassland burned?

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter7: Distance And Approximation
Section7.3: Least Squares Approximation
Problem 31EQ
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When wildebeest are more abundant, they graze the grass more heavily, so there are fewer fires and more
trees grow. Lions feed more successfully when there are more trees, so the lion population increases. The
data on one part of this cycle, wildebeest abundance (in thousands of animals) and the percent of the grass
area that burned in the same year are on the spreadsheet.

To what extent do these data support the claim that more wildebeest reduce the percent of grasslands that burn?

How rapidly does burned area decrease as the number of wildebeest increases?

To answer these questions, create a scatterplot and add the regression line. Describe the scatterplot. Interpret the slope and intercept in context of the problem.

Does the intercept explanation make sense in the real world? Find the correlation coefficient and coefficient of determination.

What do they tell us about the relationship between number of wildebeest and percent of grassland burned?

 

Beest (in 1000s) Percent Burned
396 56
476 50
698 25
1049 16
1178 7
1200 5
1302 7
360 88
444 88
524 75
622 60
600 56
902 45
1147 32
1173 31
1178 24
1253 24
1249 53
1440 21
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