时间 | 2天 |
培训对象 | SPSS users who are interested in getting up to speed quickly and efficiently using the SPSS forecasting capabilities. Those who want to know the full capabilities of the SPSS Forecasting module. |
Prerequisites | Attendees should be familiar with SPSS Base, including entering and editing data, and generating basic exploratory statistics. It will also be helpful to have a basic understanding of regression analysis. |
培训内容 | What can I learn from current sales trends to predict future revenue? How is the market size going to evolve under the current economic situation? Who are going to my most and least profitable customers in the next 6 months? How can I forecast demand at SKU, store or regional levels? These are common questions and objectives that can be easily addressed with and effective and reliable forecasting system. SPSS China is organizing a training course (2 days) about this topic, which will give you sound understanding of time series analysis techniques. In particular, you will learn: The underlying assumptions and types of data required for each technique; The similarities and differences between these techniques; When to use each technique and how to apply them using SPSS products; How to interpret the results; How to build predictive models and apply them to new data. The course will focus on the statistical techniques most often used to support sales and demand forecasting, emphasizing the practical issues of setting up, running and interpreting the results each types of analysis. Detailed Course Content After an initial overview of the techniques available, their assumptions, aims and applications, the following detail is provided: The basics of time series analysis Starting time series analysis Smoothing time series data Looking for outliers Automatic forecasting with time series modeler Measuring model performance Fitting a simple curve to time series data Time series regression ARIMA models Applying time series models Seasonal decomposition Additional details Duration: 2 days (9:30am to 5:00pm each day – including one hour lunch break) Fee: RMB 3’150 (+ business tax, handouts, two days’ lunch included) Software licenses and 10 laptop computers can be provided free of charge Language: Mandarin Chinese |
培训目的及效果 | 参训人员能了解时间序列分析和预测原理,并独立应用SPSS软件解决实际工作中的问题。 |