Problem 2: Consider a data set consisting of observations on i = 1,... ,n units over t = 1,...,T time periods and suppose that n is large and T is small (e.g., you have n = 5000 patients observed over T = 10 years). Write down an econometric model that can be used to analyze the data and explain its components. What problems arise if in your regression you ignore the fact that patients are potentially heterogeneous? Show an example of this graphically. Discuss one approach to estimating the parameters of this model, listing the necessary steps.

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
14th Edition
ISBN:9781305506381
Author:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Publisher:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Chapter4: Estimating Demand
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Economics
Problem 2: Consider a data set consisting of observations on i = 1,...,n units
over t = 1,...,T time periods and suppose that n is large and T is small (e.g., you
have n = 5000 patients observed over T = 10 years). Write down an econometric
model that can be used to analyze the data and explain its components. What
problems arise if in your regression you ignore the fact that patients are potentially
heterogeneous? Show an example of this graphically. Discuss one approach to
estimating the parameters of this model, listing the necessary steps.
Transcribed Image Text:Economics Problem 2: Consider a data set consisting of observations on i = 1,...,n units over t = 1,...,T time periods and suppose that n is large and T is small (e.g., you have n = 5000 patients observed over T = 10 years). Write down an econometric model that can be used to analyze the data and explain its components. What problems arise if in your regression you ignore the fact that patients are potentially heterogeneous? Show an example of this graphically. Discuss one approach to estimating the parameters of this model, listing the necessary steps.
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