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Survival trees : a new method in innovation theory : a successful introduction of a method commonly used in survival analysis into the field of innovation diffusion theory /

Hauptbeschreibung This book deals with survival trees and their application to the analysis and prediction of innovation diffusion processes. Three major contributions of the book are noteworthy: Firstly, the author presents a very comprehensive, accurate and accessible overview of the current resea...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Wangenheim, Burkhard, Freiherr von
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hamburg : Anchor Academic Pub., 2013.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Wangenheim, Burkhard,  |c Freiherr von. 
245 1 0 |a Survival trees :  |b a new method in innovation theory : a successful introduction of a method commonly used in survival analysis into the field of innovation diffusion theory /  |c Burkhard Freiherr von Wangenheim. 
260 |a Hamburg :  |b Anchor Academic Pub.,  |c 2013. 
300 |a 1 online resource (103 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a data file  |2 rda 
500 |a "Disseminate knowledge"--Cover. 
504 |a Includes bibliographical references. 
505 0 |a Survival trees -- a new method in innovation theory; Table of contents; 1 Introduction; 1.1 Context of Thesis; 1.2 Contribution of Thesis; 1.3 Structure & Internal Pattern of Thesis; 2 Modelling Censored Event Data in the Context of Innovation Adoption- and Diffusion Theory; 2.1 Analysing and Forecasting Innovation Diffusion by Dynamic Micro Models; 2.2 General Concepts and Terminologies; 2.3 Statistical Framework; 2.4 Classical Methods for the Analysis of Event History Data; 3 Presentation and Analysis of the Survival Tree Method; 3.1 Review of CARTTM. 
505 8 |a 3.2 Principle Framework & Mechanics of Survival Trees3.3 Splitting, Pruning, Tree-Selection & Alternative Proposals for Survival Trees; 3.4 Final Assessment; 4 The use of Survival Trees to Forecast Innovation Diffusion; 4.1 Applicability of Available Software; 4.2 Data Description & Handling; 4.3 Implementation; 4.4 Results; 4.5 Discussion; 5 Summary; 6 Appendix; 6.1 Classification and Regression Tree for E-purchase Adoption; 6.2 Cross Table for Sector and Country Coverage; 6.3 Variable Description and Handling; 6.4 R-Syntax for Survival Tree; 6.5 Data Output for E-purchase Survival Tree. 
505 8 |a 6.6 Saturated Survival Tree for E-purchase Adoption6.7 Original Survival Tree for E-purchase; 7 Indices; 7.1 Index of Abbreviations; 7.2 Index of Symbols; 7.3 Index of Synonyms; 7.4 Index of Tables; 7.5 Index of Figures; 8 Bibliography. 
520 |a Hauptbeschreibung This book deals with survival trees and their application to the analysis and prediction of innovation diffusion processes. Three major contributions of the book are noteworthy: Firstly, the author presents a very comprehensive, accurate and accessible overview of the current research activities on survival trees. This is particularly important because, due to the novelty of the method, no universally accepted best approach exists yet; many technical details of the method are still subject to ongoing research and debate. By providing an overview of the cu. 
546 |a English. 
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650 0 |a Technological innovations  |x Management. 
650 0 |a Technological innovations  |x Sociological aspects. 
650 0 |a Strategic planning. 
650 6 |a Innovations  |x Gestion. 
650 6 |a Innovations  |x Aspect sociologique. 
650 6 |a Planification stratégique. 
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650 7 |a Strategic planning  |2 fast 
650 7 |a Technological innovations  |x Management  |2 fast 
650 7 |a Technological innovations  |x Sociological aspects  |2 fast 
758 |i has work:  |a Survival trees - a new method in innovation theory (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCYJPY7DTd8mWqcpcRcjkCP  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Wangenheim, Burkhard von.  |t Survival trees - a new method in innovation theory: A successful introduction of a method commonly used in survival analysis into the field of innovation diffusion theory.  |d Hamburg : Diplomica Verlag, ©2012 
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