Forecasting and Predictive Analytics with Forecast X ™ 7th Edition

The Seventh Edition of Business Forecasting is the most practical forecasting book on the market with the most powerful software-Forecast X.This edition presents a broad-based survey of business forecasting methods including subjective and objective approaches. As always the author team of Keating and Wilson deliver practical how-to forecasting techniques along with dozens of real world data sets while theory and math are held to a minimum.

Forecasting and Predictive Analytics with Forecast X ™ 7th Edition

Barry Keating, J. Holton Wilson

Mc Graw Hill Education

2018

Abstract

This book is designed to lead students through the most helpful techniques to use in any prediction effort.

Contents:

1. Introduction to business forecasting and predictive analytics
2. The forecast process,data considerations, and model selection
3. Extrapolation 1. Moving a verages and exponential smoothing
4. Extrapolation 2. Introduction to forecasting with regression trend models
5. Explanatory models 1. Forecasting with multiple regression causual models
6. Explanatory models 2. Time - series decomposition
7. Explanatory models3. ARIMA (Box - Jenkins) - Type forecasting models
8. Predictive analytics: Helping to make sense of Big Data
9. Classifification models: The most used models in analytics
10. Ensemble models and clustering
11. Text mining
12. Forecast/analytics implementation.

Citation

Barry Keating, J. Holton Wilson, Forecasting and Predictive Analytics with Forecast X ™ 7th Edition, Mc Graw Hill Education, 2018

Collection

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