AUTOCORRELATION ECONOMETRICS FULL AND DETAILED EXPLANATION. EXAM PREPARATION ANALYSIS.

Definition # CLRM # Assumptions # Consequences # Darbin-Watson Test # Econometrics # Numericals # Applications # Observations # Limitations # New Topic.

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Autocorrelation, also known as serial correlation, is the correlation of a signal with a delayed copy of itself as a function of delay. Informally, it is the similarity between observations as a function of the time lag between them. The analysis of autocorrelation is a mathematical tool for finding repeating patterns, such as the presence of a periodic signal obscured by noise, or identifying the missing fundamental frequency in a signal implied by its harmonic frequencies. It is often used in signal processing for analyzing functions or series of values, such as time domain signals.