Table 1. Top-ranked candidate models exploring the factors that affect the number of views of YouTube videos related to mountain gorilla tourism (only the models with Δ AIC values less than 6 are shown).
(N = 206).
Ranka | Nestingb | Explanatory variables | logLik | df | AIC | Δ AIC | Akaike weight | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Number of subscribes | Days after upload | Length of videos | Population | Silverback | Infant | Thumbnail | Minimum distance | |||||||
1 | - | + | + | + | + | + | -1999.85 | 10 | 4019.71 | 0.00 | 0.20 | |||
2 | Non-nested | + | + | + | + | -2001.47 | 9 | 4020.94 | 1.23 | 0.11 | ||||
3 | Nested | + | + | + | + | + | + | -1999.74 | 11 | 4021.48 | 1.77 | 0.08 | ||
4 | Nested | + | + | + | + | + | + | -1999.79 | 11 | 4021.58 | 1.87 | 0.08 | ||
5 | Nested | + | + | + | + | + | + | -1999.84 | 11 | 4021.69 | 1.98 | 0.07 | ||
6 | Nested | + | + | + | + | + | -2001.31 | 10 | 4022.62 | 2.91 | 0.05 | |||
7 | Nested | + | + | + | + | + | -2001.46 | 10 | 4022.93 | 3.22 | 0.04 | |||
8 | Nested | + | + | + | + | + | -2001.47 | 10 | 4022.94 | 3.23 | 0.04 | |||
9 | Non-nested | + | + | + | + | -2004.51 | 7 | 4023.01 | 3.30 | 0.04 | ||||
10 | Nested | + | + | + | + | + | + | + | -1999.67 | 12 | 4023.33 | 3.62 | 0.03 | |
11 | Nested | + | + | + | + | + | + | + | -1999.72 | 12 | 4023.45 | 3.74 | 0.03 | |
12 | Nested | + | + | + | + | + | + | + | -1999.78 | 12 | 4023.56 | 3.85 | 0.03 | |
13 | Non-nested | + | + | + | -2006.20 | 6 | 4024.40 | 4.69 | 0.02 | |||||
14 | Nested | + | + | + | + | + | -2004.29 | 8 | 4024.58 | 4.87 | 0.02 | |||
15 | Nested | + | + | + | + | + | + | -2001.30 | 11 | 4024.60 | 4.89 | 0.02 | ||
16 | Nested | + | + | + | + | + | + | -2001.31 | 11 | 4024.62 | 4.91 | 0.02 | ||
17 | Nested | + | + | + | + | + | -2004.32 | 8 | 4024.64 | 4.93 | 0.02 | |||
18 | Nested | + | + | + | + | + | -2004.45 | 8 | 4024.89 | 5.19 | 0.01 | |||
19 | Nested | + | + | + | + | + | + | -2001.46 | 11 | 4024.93 | 5.22 | 0.01 | ||
20 | Nested | + | + | + | + | + | + | + | + | -1999.65 | 13 | 4025.30 | 5.59 | 0.01 |
a Rank based on Akaike information criterion (AIC) values
b "Nested" indicate that the model is a more complex version of a model that has a lower AIC value