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(Requires Appendix Material)Your Textbook States That in "The Distributed Lag

question 35

Essay

(Requires Appendix material)Your textbook states that in "the distributed lag regression model,the error term ut can be correlated with its lagged values.This autocorrelation arises,because,in time series data,the omitted factors that comprise ut can themselves be serially correlated."
(a)Give an example what the authors have in mind.
(b)Consider the ADL model,where the X's are strictly exogenous,and there is no autocorrelation (and/or heteroskedasticity)in the error term. (Requires Appendix material)Your textbook states that in  the distributed lag regression model,the error term ut can be correlated with its lagged values.This autocorrelation arises,because,in time series data,the omitted factors that comprise ut can themselves be serially correlated.  (a)Give an example what the authors have in mind. (b)Consider the ADL model,where the X's are strictly exogenous,and there is no autocorrelation (and/or heteroskedasticity)in the error term.   (d)Explain why autocorrelation in this model can be seen as a  simplification,  not a  nuisance.  Can you use the F-test to test the above hypothesis? Why or why not? (d)Explain why autocorrelation in this model can be seen as a "simplification," not a "nuisance." Can you use the F-test to test the above hypothesis? Why or why not?


Definitions:

Front Matter

The initial sections of a book or document, including the title page, table of contents, and sometimes a preface or introduction.

Appendix

A supplementary section at the end of a book or document providing additional details.

Data Analysis

The process of systematically examining and evaluating data to extract meaningful insights or conclusions.

Introduction

The initial section of a document or speech that sets the context, presents the main idea, and outlines what is to follow.

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