National open university of nigeria introduction to econometrics II eco 356


Detection of First-Order Autocorrelation: the Durbin–Watson Test



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Introduction to Econometrics ECO 356 Course Guide and Course Material
Introduction to Econometrics ECO 356 Course Guide and Course Material
4.2.3.2 Detection of First-Order Autocorrelation: the Durbin–Watson Test


INTRODUCTION TO ECONOMETRICS II

ECO 306

NOUN
122 We will mostly be concerned with first-order autoregressive autocorrelation, often denoted AR (1). AR (1) appears to be the most common type of autocorrelation approximation. It is described as positive or negative according to the sign of ρ. Note that if ρ is 0, there is no autocorrelation occurrence. There are two major things that will be discussed in this unit, which are
1. Test for the presence of serial correlation. Estimate the regression equation when the errors are serially correlated.

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