rice {support.CEs}

Synthetic respondent data set: consumers' valuation of rice

Description

Data set artificially created for an example based on an unlabeled DCE design. This example illustrates consumers' valuation of rice.

Usage

data(rice)

Format

Data frames with 100 respondents on the following 12 variables.

ID

Identification number of respondents.

BLOCK

Serial number of blocks to which each respondent had been assigned.

q1

Response to choice experiment question 1.

q2

Response to choice experiment question 2.

q3

Response to choice experiment question 3.

q4

Response to choice experiment question 4.

q5

Response to choice experiment question 5.

q6

Response to choice experiment question 6.

q7

Response to choice experiment question 7.

q8

Response to choice experiment question 8.

q9

Response to choice experiment question 9.

F

Female dummy variable (1 = Female, otherwise 0).

Author(s)

Hideo Aizaki

See Also

make.dataset, make.design.matrix, rotation.design, clogit

Examples

library(survival)

if(getRversion() >= "3.6.0") RNGkind(sample.kind = "Rounding")

d.rice <- rotation.design(
  attribute.names = list(
    Region = c("RegA", "RegB", "RegC"),
    Cultivation = c("Conv", "NoChem", "Organic"),
    Price = c("1700", "2000", "2300")),
  nalternatives = 2,
  nblocks = 1,
  row.renames = FALSE,
  randomize = TRUE,
  seed = 987)

data(rice)

dm.rice <- make.design.matrix(
  choice.experiment.design = d.rice,
  optout = TRUE,
  categorical.attributes = c("Region", "Cultivation"),
  continuous.attributes = c("Price"),
  unlabeled = TRUE)

ds.rice <- make.dataset(
  respondent.dataset = rice,
  choice.indicators =
    c("q1", "q2", "q3", "q4", "q5",
      "q6", "q7", "q8", "q9"),
  design.matrix = dm.rice)

fm.rice <- RES ~ ASC + RegB + RegC + NoChem + Organic +
           NoChem:F + Organic:F + Price + strata(STR)
out.rice <- clogit(fm.rice, data = ds.rice)
out.rice