Statistical Model for Time Series

Table of contents

1. Shortcomings of linear regression in time series
2. Autoregressive (AR) Model

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Shortcomings of linear regression in time series

Linear regression assumes that the data points are i.i.d. which is not true for time series data where proximate data points are likely strongly correlated.

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Autoregressive (AR) Model

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