Statistical Advances and Modeling in Agriculture
A special issue of Agronomy (ISSN 2073-4395).
Deadline for manuscript submissions: closed (29 February 2024) | Viewed by 2464
Special Issue Editor
Interests: applied statistics; biostatistics; predictive models; mathematical modeling; multivariate statistical analysis; time series analysis; generalized linear models; machine learning
Special Issue Information
Dear Colleagues,
Biostatistics has played a crucial role over the years, by supporting and enhancing research contributions within the field of agriculture. Technological advances have now widely facilitated the acquisition of high-dimensional biological data sets. Currently, a major scientific challenge lies in understanding these data sets, efficiently extracting relevant information, and producing new knowledge. Characteristic examples include, but are not limited to, data related to genome-wide DNA methylation, RNA sequencing (transcriptomics), quantitative proteomics, and metagenomics. At the same time, statistical advances now enable us to use more elaborate analyses to answer traditional scientific questions in the field.
This Special Issue aims to promote statistical advances and modeling in agriculture. We invite you to submit articles on applied statistics, computational statistics, machine learning, causal discovery/models, novel algorithms, new methodological approaches, etc., in all areas of agriculture, involving high-dimensional data and special or standard datasets. Research articles employing standard statistical methodology and modeling are also welcomed, with an emphasis on the statistical aspects of the performed research.
Dr. Theodoros Moysiadis
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Agronomy is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- algorithms
- applied statistics
- biostatistics
- causal discovery
- computational statistics
- machine learning
- regression
- metabolomics
- proteomics
- transcriptomics
