Big data, accounting information, and valuation
This paper reviews research that uses big data and/or machine learning methods to provide insight relevant for equity valuation. Given the huge volume of research in this area, the review focuses on studies that either use or inform on accounting variables. The article concludes by providing recomme...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
KeAi Communications Co., Ltd.
2022-11-01
|
| Series: | Journal of Finance and Data Science |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2405918822000034 |
| _version_ | 1797903367810318336 |
|---|---|
| author | Doron Nissim |
| author_facet | Doron Nissim |
| author_sort | Doron Nissim |
| collection | DOAJ |
| description | This paper reviews research that uses big data and/or machine learning methods to provide insight relevant for equity valuation. Given the huge volume of research in this area, the review focuses on studies that either use or inform on accounting variables. The article concludes by providing recommendations for future research and practice. |
| first_indexed | 2024-04-10T09:31:47Z |
| format | Article |
| id | doaj.art-370fe6931f274be9af276e3ee17507a1 |
| institution | Directory Open Access Journal |
| issn | 2405-9188 |
| language | English |
| last_indexed | 2024-04-10T09:31:47Z |
| publishDate | 2022-11-01 |
| publisher | KeAi Communications Co., Ltd. |
| record_format | Article |
| series | Journal of Finance and Data Science |
| spelling | doaj.art-370fe6931f274be9af276e3ee17507a12023-02-19T04:26:22ZengKeAi Communications Co., Ltd.Journal of Finance and Data Science2405-91882022-11-0186985Big data, accounting information, and valuationDoron Nissim0Columbia Business School, USAThis paper reviews research that uses big data and/or machine learning methods to provide insight relevant for equity valuation. Given the huge volume of research in this area, the review focuses on studies that either use or inform on accounting variables. The article concludes by providing recommendations for future research and practice.http://www.sciencedirect.com/science/article/pii/S2405918822000034C53G11G12G14G17G32 |
| spellingShingle | Doron Nissim Big data, accounting information, and valuation Journal of Finance and Data Science C53 G11 G12 G14 G17 G32 |
| title | Big data, accounting information, and valuation |
| title_full | Big data, accounting information, and valuation |
| title_fullStr | Big data, accounting information, and valuation |
| title_full_unstemmed | Big data, accounting information, and valuation |
| title_short | Big data, accounting information, and valuation |
| title_sort | big data accounting information and valuation |
| topic | C53 G11 G12 G14 G17 G32 |
| url | http://www.sciencedirect.com/science/article/pii/S2405918822000034 |
| work_keys_str_mv | AT doronnissim bigdataaccountinginformationandvaluation |