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[问答] Conjoint Analysis using mlogit [推广有奖]

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I've been handed a dataset where respondents were given a series of 12 discrete choice questions with four options each. "id" is the ID of the respondent, "choiceid" is the question number, and the remaining fields are the characteristics of each option (school offering the program, time to completion in 6-month increments, format, and tuition cost in 10k increments).

I'm trying to run it through the mlogit package in R to do a conjoint analysis and see how much they value each options. So far, I've come up with this:

test2 <- mlogit.data(test, shape = "wide", choice = "choice", varying = 4:19,
sep = "", id.var = "id", alt.var="choiceid")
ml.test <- mlogit(choice ~ cost + school + time + format | 0, test2)
summary(ml.test)
coef(ml.test)[-1]/coef(ml.test)[1]

When I run this on the full dataset there's a thousand respondents, yet none of the variables come up even close to significant so I'm worried something is awry. Thanks!
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关键词:Analysis Conjoint Analysi Analys mlogit offering question package through number

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sageding 发表于 2014-5-22 11:04:10 |只看作者 |坛友微信交流群
choice的值不符合逻辑
Conjoint Analysis所需要得到score、sequence、preference中一种的表达,你所述choice的得分可能不是三者其一
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