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psHEALTH provides managed software solutions for clients in health, social and insurance. Often our clients will ask us to help them interpret the data our system collects. In the medium term we are looking for a partner that can help us with ad hoc analysis. To help in the selection process, we are now looking for someone to help us do a quick statistical analysis of the correlation between a simple data set including ‘Days Lapsed’ (from incident to referral) and ‘Total Cost’ for a client. See attached spread sheet with sample data (the real data set has approx 1,500 entries).
Our hypothesis is that there is a positive relationship between the two (the greater Days Lapsed, the greater Total Cost). Having done a quick review of the data, we could not immediately find a relationship. We would like you to (a) look just to clean up the data and see if a correlation exist and (b) figure out in which sub-sets of the data does this correlation exist/is particularly strong and how...
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