Which are the independent, dependent, and dummy variables?
Years | Weekend | Daily Tour Income | Daily Gross Revenue | Number of Tourists |
1 | Friday | 3378 | 4838.95 | 432 |
1 | Saturday | 1198 | 3487.78 | 139 |
1 | Sunday | 3630 | 4371.3 | 467 |
2 | Friday | 4550 | 6486.48 | 546 |
2 | Saturday | 2467 | 3437.39 | 198 |
2 | Sunday | 3593 | 4571.43 | 452 |
3 | Friday | 898 | 2515.15 | 119 |
3 | Saturday | 2812 | 5462.11 | 342 |
3 | Sunday | 2650 | 5498.89 | 321 |
4 | Friday | 3230 | 5071.14 | 402 |
4 | Saturday | 4798 | 8051.43 | 523 |
4 | Sunday | 3253 | 4291.95 | 353 |
5 | Friday | 2848 | 4545 | 347 |
5 | Saturday | 4632 | 8865.01 | 534 |
5 | Sunday | 3767 | 4710.64 | 412 |
if we want to predict the Daily Tour Income by using daily gross revenue, number of tourist, weekend and number of year, then we have the following data variables
Independent variable :- daily gross revenue, number of tourist, number of year and weekend
Dependent variable = daily tour income
Dummy variable = weekend because it can use three different days, i.e. friday, saturday and sunday
Equation will look like
Daily tour income = Intercept + (a*daily gross revenue)+(b*number of tourist)+(c*number of year)+(d*weekend)
where a,b,c and d are slopes
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