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ECON10003Introductory Macroeconomics
创建日期：2024-10-04 10:15:06
所属分类：经济Economics
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Assignment #2
Assignment #2
Introductory Macroeconomics
Due Friday 4 October
Instructions. You can but do not have to do this assignment in a group. If you work in a group,
it can have at most three people. The assignment is due by 4pm on Friday 4 October.
Late assignments. Late assignments will not be accepted. Please apply for Special Consideration
if for some documented reason you cannot submit by the due deadline.
Marking criteria. The tutors will mark the assignment according to the following criteria:
• Ability to use material discussed in lectures, tutorials, and other sources to answer the assign-
ment questions in a logical and coherent fashion (100 per cent weight).
• The maximum assignment length is 800 words.
• Please note that the University and the teaching staff take academic integrity seriously. Please
be aware that plagiarism and collusion are unacceptable. Further details can be found in the
subject guide.
Intro Macro: Assignment #2 2
QUESTIONS
1. Exploring the Production Function (6 points)
In this question, you will explore the properties of a standard production function. You will be
asked to make some calculations and provide some economic intuition. Be sure to provide all
of your working. Correct answers without working will not receive full marks.
Consider the following production function.
Y = KαL1−α
For this whole question, assume α = 1
3
.
(a) Complete the following table (rounding to the nearest whole number).
K
L
100 200 300
100 Y = (100)
1
3 (100)
2
3 = 100
200
300
Use the table to explain whether this production function exhibits the following:
(i) Diminishing returns to capital. What about to labour?
(ii) Constant-returns-to-scale.
Define output per worker as y ≡ Y
L
and capital per worker as k ≡ K
L
.1
(b) Write the production function as a relation between output per worker and capital per
worker. Use mathematical methods to explain whether this reduced form function exhibits
diminishing returns to capital per worker.
(c) Suppose this production function is used in a Solow-Swan model (with fixed labour). Derive
an equation that describes the steady-state condition of capital per worker, and calculate
this steady state value assuming the values α = 1
3
, s = 0.32, and δ = 0.08.
(Hint: You will need to adapt the equation used in Lecture 15.)
(d) Graph the results of part (c). Include the reduced-form output function, savings function
and the line of depreciation of capital per worker. Mark-up your graph with steady-state
capital per worker, and show steady-state output and consumption per worker (you need
not calculate these).
1This is similar to what we did in Lecture 16, except here we have implicitly assumed that A = 1.
Intro Macro: Assignment #2 3
2. Estimating the Solow-Swan Growth Model (4 points)
In this question, you will investigate the Solow-Swan growth model empirically. You will derive
and estimate a linear regression model, and evaluate your results. This will will require you to
download and prepare data in a way that makes sense for your regression model.
Go to the Penn World Tables website, https://www.rug.nl/ggdc/productivity/pwt/, and down-
load Australian annual data covering the period 1950-2019 for the following variables:
(i) Real GDP [use ‘Output-side real GDP at chained PPPs (in mil. 2017US$)’]
(ii) Employment [use ‘Number of persons engaged (in millions)’]
(iii) The capital stock [use ‘capital stock at current PPPs (in mil. 2017US$)’]
Let output Yt be governed by the following production function:
Yt = AtF (Kt, Lt)
where:
F (Kt, Lt) = K
α
t L
β
t
(a) Derive a Linear Regression Model
Using an appropriate transformation, write down a linear regression model in which there
is a constant and two explanatory variables that will allow you to estimate the parameters
α, β and the growth rate of At, i.e., gA. You should assume that gA is constant through
time. Please make sure to outline the steps in your reasoning.
(Hint: See Appendix B of Lecture 16)
(b) Estimate a Linear Regression
Using the data that you have collected, estimate the model that you have defined in part
(a) and provide your estimation results along with an appropriate interpretation of the
estimates of gA and α. Do not worry about the statistical significance of your estimates.
(c) Evaluate the Results
Critically evaluate the model that you have just estimated. Does it produce sensible or
strange estimates for gA, α and β compared to what has been discussed in the lectures?
Does it make any unrealistic assumptions about the nature of production over the sample
period? If so, please make sure to explain why the assumptions are unrealistic.
(Hint: Your analysis should include a calculation of the growth rate of output.)
(d) Bonus questions for good students (not for points)
Total factor productivityAt is an unobserved quantity in our model as it is used to represent
a wide range of disparate factors that affect the productivity of labour and capital. Using
words and appropriate equations, outline a method for generating a time series estimate
of At using linear regression.
Replication File. You must be able to replicate your calculations if we ask you to. To that
end, you must keep a single spreadsheet recording the Australian data you downloaded and
the figures you made using this data. You should not upload this spreadsheet but, if we have
questions about your assignment, we will ask you for this file.
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