Investors’ preferences in financing new ventures: a data mining approach to equity
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Cham
Palgrave Macmillan
[2023]
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xiv, 147 Seiten |
| ISBN: | 9783031300578 |
Internformat
MARC
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| 245 | 1 | 0 | |a Investors’ preferences in financing new ventures |b a data mining approach to equity |c Francesco James Mazzocchini, Caterina Lucarelli |
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| 650 | 4 | |a Entrepreneurial Finance | |
| 650 | 4 | |a Financial Technology and Innovation | |
| 650 | 4 | |a Behavioral Finance | |
| 650 | 4 | |a Investment Appraisal | |
| 650 | 4 | |a Econometrics | |
| 650 | 4 | |a New business enterprises—Finance | |
| 650 | 4 | |a Financial engineering | |
| 650 | 4 | |a Economics—Psychological aspects | |
| 650 | 4 | |a Valuation | |
| 650 | 4 | |a Econometrics | |
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Datensatz im Suchindex
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| adam_text |
Contents 1 Introduction: What Is Equity Crowdfunding and How Can the Decision-Making Process of Retail Investors Be Outlined? References 2 3 About Entrepreneurial Finance and Factors Affecting Crowd-Investor Preferences 1 7 9 2.1 Entrepreneurial Finance 2.2 FinTech and Equity Crowdfunding 2.3 Information Asymmetry and Signalling Theory 2.4 The Actors in the Process 2.5 Platforms’Isomorphism 2.6 Drivers for the Crowd-Investors’ Action and Preferences 2.7 Research Questions and Research Hypotheses References 23 27 Definition and Description of the Analytical Process: A Data Mining Approach 31 3.1 3.2 3.3 3.4 The Knowledge Discovery inDatabases (KDD) Data Scraping Data Consolidation andWrangling Data Pre-processing 9 11 13 15 17 18 32 33 35 35 vii
viii 4 5 CONTENTS 3.5 Cleaning Procedures in Practice 3.6 Data Analysis References 35 37 38 Sample Selection and Platform Characteristics 4.1 Platform Description 4.2 Variables Description 4.3 Information Dissemination References 39 40 43 49 50 Data Analysis and Econometric Models 51 54 60 62 5.1 Review of the Main Findings from Literature 5.2 Methodology of Estimation References 6 Empirical Results 6.1 Description of the Sample 6.2 Exploratory Analysis 6.3 Determinants of ECF Success 6.4 Discussion of Findings References Conclusions and Contributions to Theory and Practice Limitations of the Study 65 66 70 80 99 108 Theoretical and Practical Implications 111 113 114 Appendix: Analytical Results of Estimations 117 Index 145 7 7.1 7.2 |
| adam_txt |
Contents 1 Introduction: What Is Equity Crowdfunding and How Can the Decision-Making Process of Retail Investors Be Outlined? References 2 3 About Entrepreneurial Finance and Factors Affecting Crowd-Investor Preferences 1 7 9 2.1 Entrepreneurial Finance 2.2 FinTech and Equity Crowdfunding 2.3 Information Asymmetry and Signalling Theory 2.4 The Actors in the Process 2.5 Platforms’Isomorphism 2.6 Drivers for the Crowd-Investors’ Action and Preferences 2.7 Research Questions and Research Hypotheses References 23 27 Definition and Description of the Analytical Process: A Data Mining Approach 31 3.1 3.2 3.3 3.4 The Knowledge Discovery inDatabases (KDD) Data Scraping Data Consolidation andWrangling Data Pre-processing 9 11 13 15 17 18 32 33 35 35 vii
viii 4 5 CONTENTS 3.5 Cleaning Procedures in Practice 3.6 Data Analysis References 35 37 38 Sample Selection and Platform Characteristics 4.1 Platform Description 4.2 Variables Description 4.3 Information Dissemination References 39 40 43 49 50 Data Analysis and Econometric Models 51 54 60 62 5.1 Review of the Main Findings from Literature 5.2 Methodology of Estimation References 6 Empirical Results 6.1 Description of the Sample 6.2 Exploratory Analysis 6.3 Determinants of ECF Success 6.4 Discussion of Findings References Conclusions and Contributions to Theory and Practice Limitations of the Study 65 66 70 80 99 108 Theoretical and Practical Implications 111 113 114 Appendix: Analytical Results of Estimations 117 Index 145 7 7.1 7.2 |
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| spelling | Mazzocchini, Francesco James Verfasser (DE-588)1292888458 aut Investors’ preferences in financing new ventures a data mining approach to equity Francesco James Mazzocchini, Caterina Lucarelli Cham Palgrave Macmillan [2023] xiv, 147 Seiten txt rdacontent n rdamedia nc rdacarrier Entrepreneurial Finance Financial Technology and Innovation Behavioral Finance Investment Appraisal Econometrics New business enterprises—Finance Financial engineering Economics—Psychological aspects Valuation Lucarelli, Caterina Verfasser (DE-588)1071009427 aut Erscheint auch als Online-Ausgabe 978-3-031-30058-5 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=034250802&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Mazzocchini, Francesco James Lucarelli, Caterina Investors’ preferences in financing new ventures a data mining approach to equity Entrepreneurial Finance Financial Technology and Innovation Behavioral Finance Investment Appraisal Econometrics New business enterprises—Finance Financial engineering Economics—Psychological aspects Valuation |
| title | Investors’ preferences in financing new ventures a data mining approach to equity |
| title_auth | Investors’ preferences in financing new ventures a data mining approach to equity |
| title_exact_search | Investors’ preferences in financing new ventures a data mining approach to equity |
| title_exact_search_txtP | Investors’ preferences in financing new ventures a data mining approach to equity |
| title_full | Investors’ preferences in financing new ventures a data mining approach to equity Francesco James Mazzocchini, Caterina Lucarelli |
| title_fullStr | Investors’ preferences in financing new ventures a data mining approach to equity Francesco James Mazzocchini, Caterina Lucarelli |
| title_full_unstemmed | Investors’ preferences in financing new ventures a data mining approach to equity Francesco James Mazzocchini, Caterina Lucarelli |
| title_short | Investors’ preferences in financing new ventures |
| title_sort | investors preferences in financing new ventures a data mining approach to equity |
| title_sub | a data mining approach to equity |
| topic | Entrepreneurial Finance Financial Technology and Innovation Behavioral Finance Investment Appraisal Econometrics New business enterprises—Finance Financial engineering Economics—Psychological aspects Valuation |
| topic_facet | Entrepreneurial Finance Financial Technology and Innovation Behavioral Finance Investment Appraisal Econometrics New business enterprises—Finance Financial engineering Economics—Psychological aspects Valuation |
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