Twenty pairs of observations are made of two variables \(x\) and \(y\), which are believed to be related. It is found that
$$\sum x = 200, \quad \sum y = 174, \quad \sum x^2 = 6201, \quad \sum y^2 = 5102, \quad \sum xy = 5200.$$
Find
- the product-moment correlation coefficient between \(x\) and \(y\), [3 marks]
- the equation of the regression line of \(y\) on \(x\). [4 marks]
Given that \(p = x + 30\) and \(q = y + 50\),
- find the equation of the regression line of \(q\) on \(p\), in the form \(q = mp + c\). [3 marks]
- Estimate the value of \(q\) when \(p = 46\), stating any assumptions you make. [3 marks]