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Using SAS(R) Forecast Server Procedures

EDU Trainings s.r.o.

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This course teaches you how to create and manage a complete forecasting system using the SAS Forecast Server procedures, giving you the power to confidently plan your business operations.

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Introductionmotivation: the large-scale forecasting problemlayout of the courseExploring and Processing Timestamped Dataaccumulation: transforming transactional data into time series datahandling missing and zero-valued intervalsaggregation: building the data hierarchytwo feasible data layouts for SAS Forecast Serverusing the TIMEDATA procedureidentifying systematic variation in the dataa SAS toolbox for exploring time series dataThe Design of SAS Forecast Server-Based Forecasting Softwarethe design of SAS Forecast Server-based forecasting softwarefunctionality overview: system inputs and automatic model selectionDiagnosing and Selecting Models AutomaticallyHPFDIAGNOSE procedure: automatic model specificationmodel selection lists and automatic model selectionCreating Custom Models and Managing Model Listscreating custom models: HPFxxxSPEC procedurescreating and managing model selection lists: HPFSELECT procedureUsing the Events Functionalitycreating and managing event variables: HPFEVENTS procedureusing the HPFEVENTS procedure: extensions and further detailsReconciling Statistical Forecastsbasic forecast reconciliation using the HPFRECONCILE proceduredisaggregation methods in forecast reconciliationProducing, Assessing, and Modifying Forecastshonest assessmentpreparing to generate forecasts: accumulation and aggregation of the data preparing to generate forecasts: creating custom models, diagnosing models, and building a model selection listgenerating forecasts: automatic model selection and forecast outputsassessing system accuracy and generating reconciled forecastsRolling the Forecasting System Forward in Timeforecasting by exceptionassessing model degradationhandling data updates and structural changes

Cieľová skupina

Experienced data scientists and analytic leads who want to learn to develop scripts in the SAS Forecast Server programming language to build, maintain, and optimize the performance of their forecasting system
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