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Questions tagged [multiple-response]

When each respondent may select more than one response out of a list of responses. Multiple response data are usually entered as binary variables (called "dichotomous multiple response set") or as nominal variables ("categorical multiple response set").

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27 views

Analysis of multiple response/check all that apply survey data

I am helping to review a manuscript and suffering from mental block on some data analysis. The data in question is from a cross-sectional survey, a health care provider KAP (knowledge, attitudes, and ...
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30 views

Multi-output and multi-class classification?

I have a question regarding the following classification task. I guess that the forecasting problem can be seen as a multi-output and multi-class classification problem. But i am absolutly not sure. ...
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Multi-output Hardamard Gaussian processes for Heterotopic data

I am using gpytorch to implement Hadamard gaussian processes for Heterotopic data sets, see https://gpytorch.readthedocs.io/en/latest/examples/03_Multitask_GP_Regression/...
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28 views

RBM to predict multiple output continuous response

0 I came across a paper where they are predicting GPA/Grades of different courses for a candidate using RBM. My question is can we apply RBM for a problem where the output needs to be continuous and ...
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1answer
55 views

Hypothesis testing - Which stat test to use with multiple choices (with both single and multiple responses)

I'm writing my master thesis but I have some problems with the analysis of the data collected using an online survey. The aim of the research is to assess if there are differences between two groups ...
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38 views

Modeling multiple outputs - one model or several

Recently at work I enter an interesting discussion that I thought could continue here and receive your output. I'm trying to model some data that have as an output a categorical variable (let's say X)...
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16 views

How to take advantage of the information/structure we have in the labels in multiple output regression?

I have a regression problem where each observation possesses a vector of features and 4 associated responses. These responses, as in many problems are correlated. It would be nice to be able to ...
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1answer
76 views

How to cluster individuals based on a set of variables with multiple responses?

I collected data on foods that people avoid and the reasons why they do so via a questionnaire. Here is an overview of the data: ...
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38 views

Significant differences between dichotomous multiple response variables

Kind people, I want to measure if there is any difference in the use of newsframes in 198 news articles between the 9 countries who own nucleair weapons. I have created these frames with a factor ...
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226 views

How to test the effect of experimental condition on a “select all that apply” variable?

People are randomly assigned to participate in multicultural training (treatment) or a control activity. Weeks later, they are given a list of behaviors that could benefit multiple groups: Black ...