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Lecture
Model Selection in Time Series Analysis
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Time Series: Stochastic Properties and Modelling
Explores the stochastic properties and modelling of time series, covering autocovariance, stationarity, spectral density, estimation, forecasting, ARCH models, and multivariate modelling.
Box-Jenkins Methodology: Building Time Series Models
Covers the Box-Jenkins methodology for building time series models, including model identification, variance calculations, and model diagnostics.
