Data mining on time series: an illustration using fast-food restaurant franchise data.

DOI10.1016/S0167-9473(01)00014-7zbMath1079.62542OpenAlexW2155553126MaRDI QIDQ5958632

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Publication date: 3 March 2002

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0167-9473(01)00014-7

zbMATH Keywords

ForecastingOutliersKnowledge discoveryAutomatic outlier detectionAutomatic time series modelingExpert system

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Inventory, storage, reservoirs (90B05)

Related Items (3)

Outlier mining based on principal component estimation ⋮ Outlier analysis and mortality forecasting: The United Kingdom and Scandinavian countries ⋮ Discovering patterns in categorical time series using IFS

Cites Work

• Consistent Estimates of Autoregressive Parameters and Extended Sample Autocorrelation Function for Stationary and Nonstationary ARMA Models
• Identification of seasonal arima models using a filtering method
• Use of canonical analysis in time series model identification
• Likelihood Function of Stationary Multiple Autoregressive Moving Average Models
• Note—Analysis of Time Series with Calendar Effects
• Intervention Analysis with Applications to Economic and Environmental Problems
• Joint Estimation of Model Parameters and Outlier Effects in Time Series
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