The three questions below will guide the selection of
appropriate methods to quantify the relationship between total costs
and length of stay and total costs and birthweight.
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What is the response
(Y) of interest and how is it measured? Total costs is the response
variable found in the problem statement. It is a continuous variable.
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Are predictor variables
mentioned in the problem statement? If so, how many and what are
their measurement levels? The problem statement gives two separate
research questions, each specifies one predictor of total costs, length
of stay and birthweight, respectively. Both of these predictor variables
are continuous.
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What are you being asked
to deliver? A data description, an interval estimate, an answer to
a question, or a predictive model? You are being asked to quantify
the relationship between total costs and length of stay and total
costs and birthweight. A predictive equation will quantify these
relationships. A simple linear regression is a good starting point
for developing a predictive equation. Evaluating the linear model
may suggest the need for a more complicated model (e.g., non-linear
or multivariable).