You plan to use the following specification for an empirical study: $$e_i = \alpha_i + \sum_{j=1}^{n} \beta_{ij}p_i + \gamma_iy +\delta_i, i=1,...,n$$ where $e_i$ is the consumer's expenditure on good $i$, $p_i$ is the price of good $i$, $y$ is the income and the $\alpha_i, \beta_{ij}, \gamma_i, \delta_i$ are parameters.
You want the specification to be consistent with standard consumer theory and three friends offer the following opinions:
1) “the equation will work for any values of the parameters;”
(2) “you need to impose the $\beta_{ij}=0,\sum_{i=1}^{n}, \delta_{i}=1$";
(3)“you need to impose restrictions such as $\beta_ij = -\gamma_i\alpha_j, \gamma_i \geq 0,\sum_{i=1}^{n}, \gamma{i}=1,\delta_i=0 $
(a) Explain which of the friends gave sensible advice. (b) Why should you really not listen to the advice of the other friends?