Mobile Banking in Agricultural Enhancement: An Evaluation Among Sub-Saharan African Farmers in Kenya
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| Format: | Recurso digital |
| Sprache: | Englisch |
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2004
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| _version_ | 1866901539005661184 |
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| author | Mativo, Wafula Kinyanjui, Kamau Ochieng, Chelishon Gathitu, Mwangi |
| author_facet | Mativo, Wafula Kinyanjui, Kamau Ochieng, Chelishon Gathitu, Mwangi |
| contents | <p>This study addresses a current research gap in Computer Science concerning Evaluation of Mobile Banking Services in Increasing Agricultural Productivity Among Sub-Saharan African Farmers in Kenya. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Evaluation of Mobile Banking Services in Increasing Agricultural Productivity Among Sub-Saharan African Farmers, Kenya, Africa, Computer Science, data descriptor This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18793117 |
| institution | Zenodo |
| language | eng |
| publishDate | 2004 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Mobile Banking in Agricultural Enhancement: An Evaluation Among Sub-Saharan African Farmers in Kenya Mativo, Wafula Kinyanjui, Kamau Ochieng, Chelishon Gathitu, Mwangi Sub-Saharan Agricultural Evaluation Mobile Banking Microlending InformationSystems <p>This study addresses a current research gap in Computer Science concerning Evaluation of Mobile Banking Services in Increasing Agricultural Productivity Among Sub-Saharan African Farmers in Kenya. The objective is to formulate a rigorous model, state verifiable assumptions, and derive results with direct analytical or practical implications. A structured analytical approach was used, integrating formal modelling with domain evidence. The results establish bounded error under perturbation, a convergent estimation process under stated assumptions, and a stable link between the proposed metric and observed outcomes. The findings provide a reproducible analytical basis for subsequent theoretical and applied extensions. Stakeholders should prioritise inclusive, locally grounded strategies and improve data transparency. Evaluation of Mobile Banking Services in Increasing Agricultural Productivity Among Sub-Saharan African Farmers, Kenya, Africa, Computer Science, data descriptor This work contributes a formal specification, transparent assumptions, and mathematically interpretable claims. Model estimation used $\hat{\theta}=argmin_{\theta}\sum_i\ell(y_i,f_\theta(x_i))+\lambda\lVert\theta\rVert_2^2$, with performance evaluated using out-of-sample error.</p> |
| title | Mobile Banking in Agricultural Enhancement: An Evaluation Among Sub-Saharan African Farmers in Kenya |
| topic | Sub-Saharan Agricultural Evaluation Mobile Banking Microlending InformationSystems |
| url | https://doi.org/10.5281/zenodo.18793117 |