TABLE 4.
Summary results of the generalized Beta type 1 distribution (GB1) when modeling the μ (location) submodel
Family: c("GB1," "Generalized Beta type 1") Call: gamlss(formula = response ~ gender + age_band + disability + highest_education + type_of_click + number_of_clicks,family = GB1, data = na.omit(data)) Fitting method: RS() ––––––––––––––––––––––––––––––––– Mu link function: logit Mu Coefficients: |
Variable | Estimate | SE | t‐value | Pr(>|t|) |
---|---|---|---|---|
Intercept | 0.8790 | 0.1437 | 6.1153 | 0.0000*** |
genderm | −0.2211 | 0.0321 | −6.8800 | 0.0000*** |
Age_band35‐55 | 0.1283 | 0.0287 | 4.4637 | 0.0000*** |
Age_band55<= | −0.7917 | 0.1518 | −5.2153 | 0.0000*** |
Disability_No.disability | 0.0496 | 0.0460 | 1.0792 | 0.2805 |
Highest_educationHE.Qualification | 0.0790 | 0.0352 | 2.2438 | 0.0249* |
Highest_educationLower.Than.A.Level | −0.0744 | 0.0260 | −2.8627 | 0.0042** |
Highest_educationNo.Formal.quals | −0.9865 | 0.1537 | −6.4180 | 0.0000*** |
Highest_educationPost.Graduate.Qualification | 0.0444 | 0.1794 | 0.2476 | 0.8045 |
Type_of_clickclicks_homepage | 0.0125 | 0.0331 | 0.3780 | 0.7054 |
Type_of_clickclicks_oucontent | −0.2863 | 0.0385 | −7.4392 | 0.0000*** |
Type_of_clickclicks_quiz | −0.0051 | 0.0285 | −0.1770 | 0.8595 |
Type_of_clickclicks_subpage | 0.0886 | 0.0348 | 2.5464 | 0.0109* |
Number_of_clicks | 0.0005 | 0.0000 | 16.2857 | 0.0000*** |