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Time Series Algorithms.
Time Series Algorithms Table Of Contents: Introduction. Decomposition AR MA ARIMA Seasonal ARIMA (SARIMA) Exponential Smoothing (ES) Vector Autoregression (VAR) Seasonal Decomposition of Time Series (STL) Gaussian Processes (GP) Long Short-Term Memory (LSTM) Networks Prophet Framework State-Space Models Bayesian Structural Time Series (BSTS) Holt-Winters Exponential Smoothing Box-Jenkins Multivariate Models Box-Jenkins ARIMA Models Intervention Analysis Wavelet Analysis Time Series Clustering (1) Introduction Time series analysis can offer valuable insights into stock prices, sales figures, customer behaviour, and other time-dependent variables. By leveraging these techniques, businesses can make informed decisions, optimize operations, and enhance long-term strategies. Time series analysis offers a multitude
