In: Statistics and Probability
chi-squared test ( χ2 test) problem
We're interested in the weight of babies born not prematurely but
after a pregnancy shorter than average. Of a sample of 300 children
born in April, the found as follows:
. born after 37 weeks: 30 slightly underweight; 20 normal weight.
. born after 38 weeks: 40 slightly underweight; 60 normal weight.
. born after 39 weeks: 50 born slightly underweight; 100 normal weight.
(a) Identify the two variables studied in the sample and the values of the two variables they can take, then build a full frequency table.
b) Calculate the value χ2 from the table obtained in a). Explain why we can be almost certain that there is an interdependence between the number of weeks of pregnancy and birth weight.
(c) As it has been found that there is an interdependence between the two, an attempt will be made to establish a numerical relationship between the number of weeks of pregnancy and the proportion of children born underweight. What will our variables be here and what does our study tell us?
d) Calculate the equation for the regression line obtained from the
points found in c).
Handwrite or detailed explanations of formula used please