Construction Analytics
Produktnummer:
18b76e89c53dfa4f78ae2179451b3baefc
| Autor: | Abediniangerabi, Bahram Kim, Sooin Shahandashti, Mohsen Zahed, Ehsan |
|---|---|
| Themengebiete: | Capital Project Management Civil Engineering Management Construction Analytics Construction Forecasting Construction Investment Valuation Construction Management Construction Project Management Data Analytics Machine learning Time series models |
| Veröffentlichungsdatum: | 25.04.2023 |
| EAN: | 9783031272912 |
| Sprache: | Englisch |
| Seitenzahl: | 186 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
| Untertitel: | Forecasting and Investment Valuation |
Produktinformationen "Construction Analytics"
This text covers R program coding for the implementation of two essential data analytics for practical construction problems. The first part of this book explains time series basics, models, and forecasting approaches in the context of the construction industry, accompanied by practical examples in construction. The second part describes the concept of investment valuation for construction projects and provides both deterministic and probabilistic techniques to conduct investment valuation on construction projects. R code scripts are provided in this book for solving practical problems in the construction industry. This book is also equipped with an R Package entitled “cdar” to provide the necessary functions for performing investment valuation. The book maximizes students’ understanding of the necessary theoretical background of data analytics, and explains the implementation of data analytics techniques to solve the actual problems in the construction industry.
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