03186nam 2200661 450 991046019240332120210625005901.03-11-034787-310.1524/9783110347876(CKB)3710000000323373(EBL)1524374(SSID)ssj0001432523(PQKBManifestationID)11995057(PQKBTitleCode)TC0001432523(PQKBWorkID)11405581(PQKB)10647424(MiAaPQ)EBC1524374(DE-B1597)246609(OCoLC)979969549(DE-B1597)9783110347876(Au-PeEL)EBL1524374(CaPaEBR)ebr11010334(CaONFJC)MIL806287(OCoLC)903959810(EXLCZ)99371000000032337320150209h20142014 uy 0engurnn#---|u||utxtccrEarly estimation of project determinants predictions through establishing the basis of new building projects in Germany /von Onur DursunMunich, Germany :Oldenbourg Verlag,2014.©20141 online resource (156 p.)Schriftenreihe Bauökonomie ;1Description based upon print version of record.3-11-034638-9 Includes bibliographical references.Front matter --Contents --List of Abbreviations --List of Figures --List of Tables --Abstract --Zusammenfassung --1 Introduction --2 Literature Review --3 Methodology --4 Sample --5 Results of Analysis --6 Comparison of the Frameworks --7 Implementation --8 Conclusions --ReferencesThe study initiated with underlying principles of construction production which is an impetus to ill-conditioned prediction of project determinants at the early phases of building projects. To enhance the precision of these estimations, unique solutions relying on the statistical evidences were offered. Two alternative methods of analysis, namely linear regression and artificial neural networks, were employed to recognize the patterns in the sampled projects. Comparison was conducted on the basis of prediction measurements that were computed with the help of unseen test sample. The evidences of the empirical investigation suggest offered solutions provide superior prediction accuracy when compared to current practices. Last but not least, implementation of the solutions was illustrated on a random office development.Schriftenreihe BauökonomieArchitecture and societyGermanyConstruction industryGermanyManagementProject managementGermanyElectronic books.Architecture and societyConstruction industryManagement.Project management692.50943Dursun Onur1046238MiAaPQMiAaPQMiAaPQBOOK9910460192403321Early estimation of project determinants2473000UNINA