Quantitative Risk Management in Agricultural Business
This open access volume explores the cutting edge of quantitative methods in agricultural risk management and insurance. Composed of insightful articles authored by field experts, focusing on innovation, recent advancements, and the use of technology and data sciences, it bridges the gap between the...
Sábháilte in:
| Formáid: | Online |
|---|---|
| Teanga: | Béarla |
| Foilsithe / Cruthaithe: |
Springer Nature
2025
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| Ábhair: | |
| Rochtain ar líne: | ONIX_20250414_9783031805745_56 |
| Clibeanna: |
Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!
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| _version_ | 1869528660741980160 |
|---|---|
| collection | Directory of Open Access Books |
| description | This open access volume explores the cutting edge of quantitative methods in agricultural risk management and insurance. Composed of insightful articles authored by field experts, focusing on innovation, recent advancements, and the use of technology and data sciences, it bridges the gap between theory and practice through empirical studies, concrete examples and case analyses. Evolving challenges in risk management have called for the development of new, groundbreaking models. Beyond presenting the theoretical foundations of these models, this book discusses their real-world applications, providing tangible insights into how innovative modeling can elevate risk management strategies in the agricultural sector. The latest risk management tools incorporate novel concepts such as index insurance, price index risk management frameworks and risk pools. The practical implications of these approaches are investigated, and their impact on contemporary agricultural risk mitigation and insurance practices is examined. Field experiences illustrate the implementation of these tools and their resulting outcomes. Modern data analysis techniques in agricultural risk and insurance include machine learning, spatial analysis, text analysis, and deep learning. In addition to scrutinizing these ideas, the authors introduce an economic perspective towards risk, highlighting areas that have developed thanks to technological progress. Examples illustrate how these combined methodologies contribute to informed decision-making in agriculture, and their potential benefits and challenges are considered. This carefully compiled volume will be a valuable reference for researchers, practitioners, and students intrigued by the dynamic intersection of agricultural risk management and insurance practices. |
| format | Online |
| id | doab-20.500.12854ir-158415 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1584152025-07-30T09:00:14Z Quantitative Risk Management in Agricultural Business Assa, Hirbod Liu, Peng Wang, Simon Agricultural Risk Management Agriculture Insurance Index Insurance Price Index Insurance Risk Pool Deep Learning Spacial Analysis Text Analysis Farm Business Statistics and Data Science Risk Management Actuarial Science Quantitative Finance thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment This open access volume explores the cutting edge of quantitative methods in agricultural risk management and insurance. Composed of insightful articles authored by field experts, focusing on innovation, recent advancements, and the use of technology and data sciences, it bridges the gap between theory and practice through empirical studies, concrete examples and case analyses. Evolving challenges in risk management have called for the development of new, groundbreaking models. Beyond presenting the theoretical foundations of these models, this book discusses their real-world applications, providing tangible insights into how innovative modeling can elevate risk management strategies in the agricultural sector. The latest risk management tools incorporate novel concepts such as index insurance, price index risk management frameworks and risk pools. The practical implications of these approaches are investigated, and their impact on contemporary agricultural risk mitigation and insurance practices is examined. Field experiences illustrate the implementation of these tools and their resulting outcomes. Modern data analysis techniques in agricultural risk and insurance include machine learning, spatial analysis, text analysis, and deep learning. In addition to scrutinizing these ideas, the authors introduce an economic perspective towards risk, highlighting areas that have developed thanks to technological progress. Examples illustrate how these combined methodologies contribute to informed decision-making in agriculture, and their potential benefits and challenges are considered. This carefully compiled volume will be a valuable reference for researchers, practitioners, and students intrigued by the dynamic intersection of agricultural risk management and insurance practices. 2025-04-15T04:06:53Z 2025-04-15T04:06:53Z 2025-04-14T12:59:21Z 2025 book ONIX_20250414_9783031805745_56 https://library.oapen.org/handle/20.500.12657/100813 9783031805738 https://directory.doabooks.org/handle/20.500.12854/158415 eng Springer Actuarial open access image/jpeg n/a https://library.oapen.org/bitstream/20.500.12657/100813/1/9783031805745.pdf Springer Nature Springer Nature Switzerland 10.1007/978-3-031-80574-5 10.1007/978-3-031-80574-5 9fa3421d-f917-4153-b9ab-fc337c396b5a 081dee8b-03fc-4410-bcef-14de26c3e768 ca077e3f-1580-4778-b4ea-a7b92f991f35 9783031805738 Springer Nature Switzerland 332 Cham [...] University of Essex Essex 10.13039/100010046 open access |
| spellingShingle | Agricultural Risk Management Agriculture Insurance Index Insurance Price Index Insurance Risk Pool Deep Learning Spacial Analysis Text Analysis Farm Business Statistics and Data Science Risk Management Actuarial Science Quantitative Finance thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment Quantitative Risk Management in Agricultural Business |
| title | Quantitative Risk Management in Agricultural Business |
| title_full | Quantitative Risk Management in Agricultural Business |
| title_fullStr | Quantitative Risk Management in Agricultural Business |
| title_full_unstemmed | Quantitative Risk Management in Agricultural Business |
| title_short | Quantitative Risk Management in Agricultural Business |
| title_sort | quantitative risk management in agricultural business |
| topic | Agricultural Risk Management Agriculture Insurance Index Insurance Price Index Insurance Risk Pool Deep Learning Spacial Analysis Text Analysis Farm Business Statistics and Data Science Risk Management Actuarial Science Quantitative Finance thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment |
| topic_facet | Agricultural Risk Management Agriculture Insurance Index Insurance Price Index Insurance Risk Pool Deep Learning Spacial Analysis Text Analysis Farm Business Statistics and Data Science Risk Management Actuarial Science Quantitative Finance thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment thema EDItEUR::K Economics, Finance, Business and Management::KF Finance and accounting::KFF Finance and the finance industry::KFFN Insurance and actuarial studies thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics thema EDItEUR::K Economics, Finance, Business and Management thema EDItEUR::K Economics, Finance, Business and Management::KC Economics::KCA Economic theory and philosophy thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TV Agriculture and farming::TVB Agricultural science thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNA Agribusiness and primary industries thema EDItEUR::K Economics, Finance, Business and Management::KJ Business and Management::KJM Management and management techniques thema EDItEUR::G Reference, Information and Interdisciplinary subjects::GP Research and information: general::GPQ Decision theory: general::GPQD Risk assessment |
| url | ONIX_20250414_9783031805745_56 |