LEADER 03186nam 2200661 450 001 9910460192403321 005 20210625005901.0 010 $a3-11-034787-3 024 7 $a10.1524/9783110347876 035 $a(CKB)3710000000323373 035 $a(EBL)1524374 035 $a(SSID)ssj0001432523 035 $a(PQKBManifestationID)11995057 035 $a(PQKBTitleCode)TC0001432523 035 $a(PQKBWorkID)11405581 035 $a(PQKB)10647424 035 $a(MiAaPQ)EBC1524374 035 $a(DE-B1597)246609 035 $a(OCoLC)979969549 035 $a(DE-B1597)9783110347876 035 $a(Au-PeEL)EBL1524374 035 $a(CaPaEBR)ebr11010334 035 $a(CaONFJC)MIL806287 035 $a(OCoLC)903959810 035 $a(EXLCZ)993710000000323373 100 $a20150209h20142014 uy 0 101 0 $aeng 135 $aurnn#---|u||u 181 $ctxt 182 $cc 183 $acr 200 10$aEarly estimation of project determinants $epredictions through establishing the basis of new building projects in Germany /$fvon Onur Dursun 210 1$aMunich, Germany :$cOldenbourg Verlag,$d2014. 210 4$d©2014 215 $a1 online resource (156 p.) 225 0 $aSchriftenreihe Bauökonomie ;$v1 300 $aDescription based upon print version of record. 311 0 $a3-11-034638-9 320 $aIncludes bibliographical references. 327 $tFront matter --$tContents --$tList of Abbreviations --$tList of Figures --$tList of Tables --$tAbstract --$tZusammenfassung --$t1 Introduction --$t2 Literature Review --$t3 Methodology --$t4 Sample --$t5 Results of Analysis --$t6 Comparison of the Frameworks --$t7 Implementation --$t8 Conclusions --$tReferences 330 $aThe study initiated with underlying principles of construction production which is an impetus to ill-conditioned prediction of project determinants at the early phases of building projects. To enhance the precision of these estimations, unique solutions relying on the statistical evidences were offered. Two alternative methods of analysis, namely linear regression and artificial neural networks, were employed to recognize the patterns in the sampled projects. Comparison was conducted on the basis of prediction measurements that were computed with the help of unseen test sample. The evidences of the empirical investigation suggest offered solutions provide superior prediction accuracy when compared to current practices. Last but not least, implementation of the solutions was illustrated on a random office development. 410 0$aSchriftenreihe Bauo?konomie 606 $aArchitecture and society$zGermany 606 $aConstruction industry$zGermany$xManagement 606 $aProject management$zGermany 608 $aElectronic books. 615 0$aArchitecture and society 615 0$aConstruction industry$xManagement. 615 0$aProject management 676 $a692.50943 700 $aDursun$b Onur$01046238 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910460192403321 996 $aEarly estimation of project determinants$92473000 997 $aUNINA