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...
Gespeichert in:
| 1. Verfasser: | |
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| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hamburg :
Anchor Academic Pub.,
2013.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | "Disseminate knowledge"--Cover. |
| Beschreibung: | 1 online resource (103 pages) : illustrations |
| Bibliographie: | Includes bibliographical references. |
| ISBN: | 9783954895045 3954895048 3954890046 9783954890040 |
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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 | ||
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| 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. | ||
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| 650 | 0 | |a Technological innovations |x Management. | |
| 650 | 0 | |a Technological innovations |x Sociological aspects. | |
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| 650 | 6 | |a Innovations |x Gestion. | |
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| 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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| contents | 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. 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. 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. |
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| discipline | Wirtschaftswissenschaften |
| format | Electronic eBook |
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| indexdate | 2024-11-27T13:25:30Z |
| institution | BVB |
| isbn | 9783954895045 3954895048 3954890046 9783954890040 |
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| publisher | Anchor Academic Pub., |
| record_format | marc |
| spelling | Wangenheim, Burkhard, Freiherr von. 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 / Burkhard Freiherr von Wangenheim. Hamburg : Anchor Academic Pub., 2013. 1 online resource (103 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier data file rda "Disseminate knowledge"--Cover. Includes bibliographical references. 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. 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. 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. 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. English. Technological innovations Management. Technological innovations Sociological aspects. Strategic planning. http://id.loc.gov/authorities/subjects/sh85128511 Innovations Gestion. Innovations Aspect sociologique. Planification stratégique. BUSINESS & ECONOMICS Management. bisacsh BUSINESS & ECONOMICS Reference. bisacsh BUSINESS & ECONOMICS Skills. bisacsh Strategic planning fast Technological innovations Management fast Technological innovations Sociological aspects fast has work: Survival trees - a new method in innovation theory (Text) https://id.oclc.org/worldcat/entity/E39PCYJPY7DTd8mWqcpcRcjkCP https://id.oclc.org/worldcat/ontology/hasWork Print version: Wangenheim, Burkhard von. 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. Hamburg : Diplomica Verlag, ©2012 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=773062 Volltext |
| spellingShingle | Wangenheim, Burkhard, Freiherr von 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 / 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. 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. 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. Technological innovations Management. Technological innovations Sociological aspects. Strategic planning. http://id.loc.gov/authorities/subjects/sh85128511 Innovations Gestion. Innovations Aspect sociologique. Planification stratégique. BUSINESS & ECONOMICS Management. bisacsh BUSINESS & ECONOMICS Reference. bisacsh BUSINESS & ECONOMICS Skills. bisacsh Strategic planning fast Technological innovations Management fast Technological innovations Sociological aspects fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85128511 |
| title | 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 / |
| title_auth | 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 / |
| title_exact_search | 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 / |
| title_full | 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 / Burkhard Freiherr von Wangenheim. |
| title_fullStr | 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 / Burkhard Freiherr von Wangenheim. |
| title_full_unstemmed | 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 / Burkhard Freiherr von Wangenheim. |
| title_short | Survival trees : |
| title_sort | 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 |
| title_sub | a new method in innovation theory : a successful introduction of a method commonly used in survival analysis into the field of innovation diffusion theory / |
| topic | Technological innovations Management. Technological innovations Sociological aspects. Strategic planning. http://id.loc.gov/authorities/subjects/sh85128511 Innovations Gestion. Innovations Aspect sociologique. Planification stratégique. BUSINESS & ECONOMICS Management. bisacsh BUSINESS & ECONOMICS Reference. bisacsh BUSINESS & ECONOMICS Skills. bisacsh Strategic planning fast Technological innovations Management fast Technological innovations Sociological aspects fast |
| topic_facet | Technological innovations Management. Technological innovations Sociological aspects. Strategic planning. Innovations Gestion. Innovations Aspect sociologique. Planification stratégique. BUSINESS & ECONOMICS Management. BUSINESS & ECONOMICS Reference. BUSINESS & ECONOMICS Skills. Strategic planning Technological innovations Management Technological innovations Sociological aspects |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=773062 |
| work_keys_str_mv | AT wangenheimburkhard survivaltreesanewmethodininnovationtheoryasuccessfulintroductionofamethodcommonlyusedinsurvivalanalysisintothefieldofinnovationdiffusiontheory |