Using your knowledge on time series, explain the following concepts: (a) Stationary and non-stationary times series (b) The concept of a spurious regression. Give an example c) Explain how the test for stationarity is conducted d) What is the implication of having a non-stationary time series? What are some of the remedies to such data sets? e) Given the following equation Yt = Yt −1 + ut, conduct a first difference transformation f) When is the augmented Dickey Fuller test used?

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
Chapter4A: Problems In Applying The Linear Regression Model
Section: Chapter Questions
Problem 1E
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Using your knowledge on time series, explain the following concepts:

(a) Stationary and non-stationary times series

(b) The concept of a spurious regression. Give an example

c) Explain how the test for stationarity is conducted

d) What is the implication of having a non-stationary time series? What are some of the remedies to such data sets?

e) Given the following equation Yt = Yt −1 + ut, conduct a first difference transformation

f) When is the augmented Dickey Fuller test used?

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