000 | 04298nam a22006375i 4500 | ||
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001 | 978-3-031-27292-9 | ||
003 | DE-He213 | ||
005 | 20240207153434.0 | ||
007 | cr nn 008mamaa | ||
008 | 230424s2023 sz | s |||| 0|eng d | ||
020 |
_a9783031272929 _9978-3-031-27292-9 |
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050 | 4 | _aTH438-438.4 | |
072 | 7 |
_aTN _2bicssc |
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_aKJM _2bicssc |
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_aTEC005000 _2bisacsh |
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072 | 7 |
_aTNT _2thema |
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082 | 0 | 4 |
_a690.06 _223 |
100 | 1 |
_aShahandashti, Mohsen. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aConstruction Analytics _h[electronic resource] : _bForecasting and Investment Valuation / _cby Mohsen Shahandashti, Bahram Abediniangerabi, Ehsan Zahed, Sooin Kim. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aCham : _bSpringer Nature Switzerland : _bImprint: Springer, _c2023. |
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300 |
_aVIII, 186 p. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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500 | _aAcceso multiusuario | ||
505 | 0 | _aChapter 1. Introduction to Construction Analytics -- Chapter 2. Construction Forecasting using Univariate Time Series Models -- Chapter 3. Construction Forecasting Using Time-series Volatility Models -- Chapter 4. Construction Forecasting using Multivariate Time Series Models -- Chapter 5. Construction Forecasting Using Recurrent Neural Networks -- Chapter 6. Investment Valuation of Construction Projects Under Uncertainty -- Appendices: Construction time series datasets, including National Highway Construction Cost Index (NHCCI), Federal Highway Construction Spending, Iowa Highway Construction. | |
520 | _aThis 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. Illustrates theoretical explanations of construction analytics, hands-on practices, and R codes for analytics techniques; Enables readers to investigate the problems in the construction industry such as cost overruns and investment timing; Reinforces concepts presented with problems and solutions, datasets, and programming codes. | ||
541 |
_fUABC ; _cPerpetuidad |
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650 | 0 |
_aConstruction industry _xManagement. |
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650 | 0 |
_aBuildings _xDesign and construction. |
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650 | 0 | _aBuilding materials. | |
650 | 0 | _aValuation. | |
650 | 0 | _aCivil engineering. | |
650 | 1 | 4 | _aConstruction Management. |
650 | 2 | 4 | _aBuilding Construction and Design. |
650 | 2 | 4 | _aBuilding Materials. |
650 | 2 | 4 | _aInvestment Appraisal. |
650 | 2 | 4 | _aCivil Engineering. |
700 | 1 |
_aAbediniangerabi, Bahram. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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700 | 1 |
_aZahed, Ehsan. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aKim, Sooin. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9783031272912 |
776 | 0 | 8 |
_iPrinted edition: _z9783031272936 |
776 | 0 | 8 |
_iPrinted edition: _z9783031272943 |
856 | 4 | 0 |
_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-27292-9 |
912 | _aZDB-2-ENG | ||
912 | _aZDB-2-SXE | ||
942 | _cLIBRO_ELEC | ||
999 |
_c260217 _d260216 |