LibGuides: SCM465: Module 2 Required Resources

Required Readings

Lesson 2 Assigned Reading:

CLO3: Vandeput (2021). Part I: Statistical Forecasting. 1 Moving Average
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 2 Forecast KPI
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 3 Exponential Smoothing
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 4 Underfitting
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 5 Double Exponential Smoothing
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 6 Model Optimization
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 7 Double Smoothing with Damped Trend
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 8 Overfitting
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 9 Triple Exponential Smoothing
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 10 Outliers
CLO3: Vandeput (2021). Part I: Statistical Forecasting. 11 Triple Additive Exponential Smoothing

Supply chain analytics: Using data to optimize supply chain processes. Taylor & Francis Group.
Robertson, P. W. (2021).

This book investigates the use of data analytics with the ultimate goal of optimizing the supply chain and associated processes. Other topics covered include demand forecasting, inventory management, process optimization, and how supply chain analytics challenges relate to those core supply chain concerns.
Data science for supply chain forecasting: Vol. 2nd ed. De Gruyter.
Nicolas Vandeput. (2021). Data science for supply chain forecasting: Vol. 2nd ed. De Gruyter.

This book functions as a guide for data science in the supply chain arena. The book includes three main areas of focus: statistical forecasting, machine learning, and data-driven forecasting process management.

Demand forecasting in a Supply Chain - The role of forecasting [Video]
Windesheim (2013, October 16). Chapter 7: Demand Forecasting in a Supply Chain - The Role of Forecasting [Video]. YouTube.

This video explains demand forecasting for both an organization and its’ supply chain. Components of demand forecasting are discussed as well.
The Basics of Statistical Forecasting Models | Demand Analytics [Video
V Library (2020, October 31). The Basics of Statistical Forecasting Models | Demand Analytics [Video]. YouTube.

This video explains statistical forecasting, aggregated forecasts, patterns, forecasting trends, and various types of regression testing for analysis.