Description Usage Format Details
A dataset intended for use in the consideration set model, with the following parameters:
Number of rows - 6 unique options for 5000 persons to choose from, total of 30000 observations.
V1 - Indicator of
how many times an option was chosen, extending CFS6_1
by
including multiplicities.
V2,V3,V4 - 3 covariates used to inform consideration and selection steps of model.
V5 - Additional parameter indicating whether or not an item is available for consideration, 0 = "Unavailable" and 1 = "Available". In this simulation, 10% of all items are unavailable.
1 |
An object of class data.frame
with 30000 rows and 5 columns.
Here is output we can expect from running the model on this data:
BetaConsid = [2, 0, -1]
BetaSelect = [0, -.5, 1]
ASCsConsid = [.2, .4, .6, .8, 1, 1.2]
ASCsSelect = [-1.25, -1, -.75, -.5, -.25, 0]
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