Identify couples in a dataset using the brms package in R
Budget: $15 – $25 USD
I have a dataset with responses from individuals in close relationships who took part in a couple enhancement course and answered numerous questions. When some people have named their husband or partner while filling out the form, this is not the case for everyone. I need to figure out who the couples are. Several factors may be used to identify the spouses, including the number of the course they took, their age, income, the number of children they have, and so on.
I'd like someone with Bayesian analysis knowledge to perform a regression, ideally with the brms package, to identify each pair and assign them an ID.
1. I want each respondent to be identified with their partner, however in certain situations, just one of a pair has responded, therefore they should not be "forced" to be in a relationship with someone with whom they have a low probability of being in a relationship.
2. I want to present the probability for a perfect match for each couple as a variable
3. To identify the pair, each responder in the dataset requires a new variable. As a result, each partner in a relationship has the same couple ID.
4. The code should be written in R-Markdown.
I'll provide you with a sample of the data so you can develop the code. Then I'll apply it to the entire dataset.
I'd like someone with Bayesian analysis knowledge to perform a regression, ideally with the brms package, to identify each pair and assign them an ID.
1. I want each respondent to be identified with their partner, however in certain situations, just one of a pair has responded, therefore they should not be "forced" to be in a relationship with someone with whom they have a low probability of being in a relationship.
2. I want to present the probability for a perfect match for each couple as a variable
3. To identify the pair, each responder in the dataset requires a new variable. As a result, each partner in a relationship has the same couple ID.
4. The code should be written in R-Markdown.
I'll provide you with a sample of the data so you can develop the code. Then I'll apply it to the entire dataset.