For each of the following variables, determine whether the variable is categoric
ID: 3231887 • Letter: F
Question
For each of the following variables, determine whether the variable is categorical or numerical. If the variable is numerical, determine whether the variable is discrete or continuous. In addition, determine the measurement scale. a. Time, in hours, spent shopping online per week b. Least favorite holiday c. Number of times the individual changed jobs in the last 5 years d. Most likely time period during which shopping for clothing takes place (weekday, weeknight, or weekend) a. Time, in hours, spent shopping online per week is what kind of variable? A. This variable is a continuous numerical variable that is ratio-scaled. B. This variable is a categorical variable that is nominal-scaled. C. This variable is a continuous numerical variable that is interval-scaled. D. This variable is a discrete numerical variable that is ratio-scaled. E. This variable is a discrete numerical variable that is interval-scaled. F. This variable is a categorical variable that is ordinal-scaled. b. Least favorite holiday is what kind of variable? A. This variable is a continuous numerical variable that is interval-scaled. B. This variable is a discrete numerical variable that is interval-scaled. C. This variable is a categorical variable that is ordinal-scaled. D. This variable is a continuous numerical variable that is ratio-scaled. E. This variable is a discrete numerical variable that is ratio-scaled. F. This variable is a categorical variable that is nominal-scaled. c. Number of times the individual changed jobs in the last 5 years is what kind of variable? A. This variable is a discrete numerical variable that is ratio-scaled. B. This variable is a categorical variable that is ordinal-scaled. C. This variable is a discrete numerical variable that is interval-scaled. D. This variable is a categorical variable that is nominal-scaled. E. This variable is a continuous numerical variable that is ratio-scaled. F. This variable is a continuous numerical variable that is interval-scaled. d. Most likely time period during which shopping for clothing takes place is what kind of variable? A. This variable is a continuous numerical variable that is ratio-scaled. B. This variable is a continuous numerical variable that is interval-scaled. C. This variable is a discrete numerical variable that is ratio-scaled. D. This variable is a categorical variable that is nominal-scaled. E. This variable is a discrete numerical variable that is interval-scaled. F. This variable is a categorical variable that is ordinal-scaled.Explanation / Answer
a) Time in hours spent shopping online per week is what kind of variable?
A. This variable is a continuous numerical variable that is ratio scaled.
(This variable is continuous numerical variable as it is time spent shopping online and it is ratio scaled because if this variable is zero means no time was spent on shopping. This is the difference between interval and ratio scaled variable)
b) Least favourite hoilday is what kind of variable?
C. This variable is a categorical variable that is ordinal scaled.
(This variable is categorical and ordinal scaled like least favourite, favourite.)
c) Number of times the individual changed jobs in the last 5 years is what kind of variable?
A. This variable is discrete numerical variable that is ratio scaled.
(This variable is discrete numerical and ratio scaled because if the variable is 0 means there were 0 job changes in the last 5 days.)
d) Most likely time period during which shopping for clothing takes place is what kind of variable?
F. This variable is categorical variable that is ordinal scaled.
(This variable is categorical and ordinal means most likely, least likely, not likely)
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