From a theoretical point of view, the analysis will help answer such questions as these: 

n What’s the relationship between exercise duration and calories burned? 

Is it linear or curvilinear? For example, does exercise have less impact on the number of calories burned after a certain point? 

n How does effort (the percentage of time at the target heart rate, the average walking speed) factor in?