Galit Shmueli,Kenneth C. Lichtendahl Jr's Practical Time Series Forecasting with R: A Hands-On Guide PDF

By Galit Shmueli,Kenneth C. Lichtendahl Jr

useful TIME sequence FORECASTING WITH R: A HANDS-ON advisor, moment variation presents an utilized method of time-series forecasting. Forecasting is an integral part of predictive analytics. The e-book introduces renowned forecasting equipment and techniques utilized in various company applications.

The e-book deals transparent factors, sensible examples, and end-of-chapter routines and instances. Readers will discover ways to use forecasting tools utilizing the unfastened open-source R software program to advance powerful forecasting ideas that extract company worth from time-series information.

Featuring better association and new fabric, the second one version additionally includes:

▪ well known forecasting equipment together with smoothing algorithms, regression versions, and neural networks
▪ a pragmatic method of comparing the functionality of forecasting solutions
▪ A business-analytics exposition eager about linking time-series forecasting to company goals
▪ Guided circumstances for integrating the received wisdom utilizing actual data
▪ End-of-chapter difficulties to facilitate lively learning
▪ A significant other web site with facts units, R code, studying assets, and teacher fabrics (solutions to routines, case studies)
▪ Globally-available textbook, to be had in either softcover and Kindle codecs

PRACTICAL TIME sequence FORECASTING WITH R: A HANDS-ON advisor is the precise textbook for upper-undergraduate, graduate and MBA-level classes in addition to expert courses in information technological know-how and company analytics. The publication can also be designed for practitioners within the fields of operations learn, provide chain administration, advertising, economics, finance and management.

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GALIT SHMUELI, PhD, is uncommon Professor on the Institute of carrier technology, nationwide Tsing Hua collage, Taiwan. She is co-author of the best-selling textbook information Mining for enterprise Analytics, between different books and diverse courses in most sensible journals. She has designed and advised classes on forecasting, info mining, information and different info analytics issues at college of Maryland's Smith tuition of commercial, the Indian tuition of commercial, nationwide Tsing Hua collage and on-line at
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KENNETH C. LICHTENDAHL JR. is an affiliate Professor of commercial management on the college of Virginia's Darden university of industrial. He makes a speciality of educating facts technological know-how to MBA scholars with R. He was once famous by way of The Case Centre as its 2015 impressive Case instructor for his direction facts technological know-how in enterprise. His learn focuses extensively on making, comparing, and mixing forecasts and has been released in best educational journals equivalent to administration Science.

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Practical Time Series Forecasting with R: A Hands-On Guide [2nd Edition] (Practical Analytics) by Galit Shmueli,Kenneth C. Lichtendahl Jr

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