hI PLEASE EXPLAIN Question 1The relationship between number of regular cups of coffee consumed (x) and bloodcaffeine content (y) was studied in 13 male students enrolled in STA507 by using leastsquares regression. The following regression equation was obtained from this study:ŷ = -0.0123 + 0.0690xThe above equation implies that:a) each regular cup of coffee consumed increases blood caffeine by 1.23%b) on average it takes 6.9 regular cups of coffee to increase blood caffeine contentby 1%c) each regular cup of coffee consumed increases blood caffeine by an averageof amount of 6.9%d) each regular cup of coffee consumed decreases blood caffeine by exactly0.0123

Given, The relationship between a number of regular cups of coffee consumed (x) and blood caffeine…

Answered: The relationship between number of…

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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The relationship between number of regular caffeine content (y) was studied in 13 male stu squares regression. The following regression ŷ-0.0123 + The above equation implies that: