Data providers want to investigate the time spent online

(in hours) per day by an individual based on their age, gender, purpose (work, entertainment, information searching), and their relationship with other family members (poor, average, good). The model estimated model is:

yn = 2.43 + 0.524x1 10.0752

+ 0.753x2 10.0342

+ 1.062x3 10.0562

+ 0.921x4 10.0922

+ 2.631x5 11.5862

- 1.352x6 10.0242 where yn : Time spent online (in hours)

x1 : Age x2 : 1 if male, 0 otherwise x3 : 1 if work purpose, 0 otherwise x4 : 1 if entertainment purpose, 0 otherwise x5 : 1 if poor relationship with family, 0 otherwise x6 : 1 if average relationship with family, 0 otherwise The numbers in parentheses beneath coefficient estimates are the associated standard error. Write a brief report on the result.