You Have Collected Data for a Cross-Section of Countries in Two

question 46

Essay

You have collected data for a cross-section of countries in two time periods, 1960 and 1997, say. Your task is to find the determinants for the Wealth of a Nation (per capita income) and you believe that there are three major determinants: investment in physical capital in both time periods $\left( X _ { 1 , T } \text { and } X _ { 1,0 } \right)$ investment in human capital or education $\left( X _ { 2 , T } \text { and } X _ { 2,0 } \right)$ and per capita income in the initial period $\left( Y _ { 0 } \right)$ You run the following regression:
$\ln \left( Y _ { T } \right) = \beta _ { 0 } + \beta _ { 1 } X _ { 1 , T } + \beta _ { 2 } X _ { 1,0 } + \beta _ { 3 } X _ { 2 , T } + \beta _ { 4 } X _ { 1,0 } + \beta _ { 5 } \ln \left( Y _ { 0 } \right) + u _ { T }$
One of your peers suggests that instead, you should run the growth rate in per capita income over the two periods on the change in physical and human capital. For those results to be a parsimonious presentation of your initial regression, what three restrictions would have to hold? How would you test for these? The same person also points out to you that the intercept vanishes in equations where the data is differenced. Is that correct?

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Definitions:

Psychiatric Hospitals

Medical facilities specializing in the treatment and care of patients with mental, emotional, or behavioral disorders.

Pseudo-Patients

Individuals who pretend to have a mental illness for the purpose of studying the treatment environment and processes in psychiatric settings.

Social Learning Theory

A theory of learning and social behavior which proposes that new behaviors can be acquired by observing and imitating others.

Therapeutic Approach

A method or strategy employed in counseling or therapy to treat psychological disorders and improve mental health through specific techniques and interventions.