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Viser: More Predictive Analytics - Microsoft Excel
More Predictive Analytics
Microsoft Excel
Conrad Carlberg
(2015)
Detaljer om varen
- Paperback: 272 sider
- Udgiver: Pearson Education, Limited (August 2015)
- ISBN: 9780789756145
- Discover when and how to use smoothing instead of regression
- Test your data for trends and seasonality
- Compare sets of observations with the autocorrelation function
- Analyze trended time series with Excel's Solver and Analysis ToolPak
- Use Holt's linear exponential smoothing to forecast the next level and trend, and extend forecasts further into the future
- Initialize your forecasts with a solid baseline
- Improve your initial forecasts with backcasting and optimization
- Fully reflect simple or complex seasonal patterns in your forecasts
- Account for sudden, unexpected changes in trends, from fads to new viral infections
- Use range names to control complex forecasting models more easily
- Compare additive and multiplicative models, and use the right model for each task
2. Probit Analysis
3. Seasonal Exponential Smoothing
4. Survival Analysis
5. ARIMA Models: Forecasting an Autoregressive Time Series
6. ARIMA Models: Forecasting a Moving Average Time Series
7. Seasonal ARIMA Models