R programming expert
$10-30 USD
Paid on delivery
I need to learn how to match data using R CEM package based on several variables. I have a sample set of scientific data with several variables (Treatment vs non-treatment group). I would like to know who to identify matches using R coarsened exact matching (CEM).
Identying matching cases using CEM in R studio
I would like to match people who received TXA (n=15) in this small sample with the remaining (TXA=0, n=300) based on these 12 criteria (sex, age, smooking, HTN, pulmonary HTN, airway diseases, malignancy, bleeding disorders, on anticoagulants_antiplatelets, required ICU admission, classification of hemoptysis, respiratory sport and SOFA score).
Eventually I want to learn how to find a close match from TXA (1) to TXA (0) for larger scale data on regular bases but pulled this sample to figure if it is possible.
I know we cannot have exact matches but at least the closest match. Thus, ending with a total of 15 people in each group (i.e. for every TXA (1) a match. I have been using CEM to match but I have not been able to figure it out.
I have worked with someone before who eventually told me he could not help so please let me know early if you have experience with this and can assist.
Project ID: #29825412
About the project
3 freelancers are bidding on average $30 for this job
Hi, I have reviewed your statistical analysis requirements thoroughly. This is the work our team has completed very perfectly many times before. We have an expert team that is very fluent in using SPSS, Statistics, R More
I am a PhD in Operations Research with 12 years of experience in developing and deploying Data Analytics solutions in R for various organisations and institutions. Currently I am working as a Lead AI Scientist in a top More