Your instructor is a fan of playing Pokemon GO, which involves catching and battling fictional animal characters. Your instructor wants to predict the attack points of a pokemon using the health points (HP) of the pokemon. To explore this, they randomly select 42 unrelated pokemon from all existing pokemon and record each pokemon's HP and attack (dataset updated from Kaggle 8/10/2020). The data are summarized below: Estimate Std. Error t value Pr(>|t|)
(Intercept) 22.97 14.38 1.6 0.118
HP 0.87 0.19 4.6 0.000042

Required:
a. Interpret the coefficient for the slope in context of the problem (recommend using template).
b. List each condition to perform LSRL, as well as briefly explain how they are or are not met.
c. What is the commonly used name for the 4th quartile?