TY  - BOOK
AU  - Dursun,Onur
TI  - Early Estimation of Project Determinants: Predictions through Establishing the Basis of New Building Projects in Germany
T2  - Schriftenreihe Bauökonomie
SN  - 9783110346381
AV  - NA2542.4 .D877 2014eb
U1  - 692.50943 23
PY  - 2013///]
CY  - München, Wien : 
PB  - De Gruyter Oldenbourg, 
KW  - Architecture and society
KW  - Germany
KW  - Construction industry
KW  - Management
KW  - Project management
KW  - Artificial neutral networks
KW  - Construction duration
KW  - Cost of structure
KW  - Linear regression
KW  - Modeling
KW  - Multi-way forecasting
KW  - Predictions
KW  - BUSINESS & ECONOMICS / Industries / Service
KW  - bisacsh
N1  - Dissertation; Frontmatter --; 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 --; References; restricted access
N2  - The 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; The 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
UR  - https://doi.org/10.1524/9783110347876
UR  - https://www.degruyter.com/isbn/9783110347876
UR  - https://www.degruyter.com/document/cover/isbn/9783110347876/original
ER  -