Practical Time Series Forecasting: A Hands-On Guide [2nd by Galit Shmueli

By Galit Shmueli

Functional Time sequence Forecasting is a hands-on creation to quantitative forecasting of time sequence. Quantitative forecasting is a crucial component to choice making in quite a lot of parts and throughout many enterprise capabilities together with monetary forecasting, workload projections, revenues forecasts, and transportation call for. Forecasting is favourite additionally outdoor of industrial, comparable to in demography and climatology.

The ebook introduces readers to the preferred statistical versions and knowledge mining algorithms utilized in perform. It covers concerns on the subject of diverse steps of the forecasting approach, from target definition via information assortment, visualization, pre-processing, modeling, functionality assessment to implementation and communication.

The moment version bargains a large number of new content material and more suitable association. functional Time sequence Forecasting is appropriate for classes on forecasting on the upper-undergraduate and graduate degrees. It deals transparent reasons, examples, end-of-chapter difficulties and a case. tools are illustrated utilizing XLMiner, an Excel add-on. even if, any software program that has time sequence forecasting services can be utilized with the booklet.

Galit Shmueli is the SRITNE Chaired Professor of information Analytics on the Indian tuition of industrial. She is co-author of the textbook facts Mining for enterprise Intelligence and the ebook Modeling on-line Auctions, between a number of different books and lots of courses in expert journals. She has been instructing classes on forecasting, information mining and different facts analytics issues on the Indian institution of industrial, collage of Maryland’s Smith tuition of industrial, and on-line at Statistics.com.

Show description

Continue reading