KRISHI
ICAR RESEARCH DATA REPOSITORY FOR KNOWLEDGE MANAGEMENT
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Please use this identifier to cite or link to this item:
http://krishi.icar.gov.in/jspui/handle/123456789/46418Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Mrinmoy Ray | en_US |
| dc.contributor.author | Shivaswamy G P | en_US |
| dc.contributor.author | Harish Kumar H V | en_US |
| dc.date.accessioned | 2021-04-08T09:34:40Z | - |
| dc.date.available | 2021-04-08T09:34:40Z | - |
| dc.date.issued | 2019-12-20 | - |
| dc.identifier.citation | Ray, M, Shivaswamy, GP and Kumar, HV (2019). Statistical and Machine Learning Techniques for Modeling and Forecasting Agricultural Data. CAFT Training manual-II. pp 1-248. ICAR-IASRI, New Delhi | en_US |
| dc.identifier.issn | Not Available | - |
| dc.identifier.uri | http://krishi.icar.gov.in/jspui/handle/123456789/46418 | - |
| dc.description | This training reference manual was brought out under Centre of Advanced Faculty Training program 'Statistical and Machine Learning Techniques for Modeling and Forecasting Agricultural Data', organized by Forecasting and Agricultural Systems Modeling division of ICAR-IASRI from 20th December 2019 to 09th January 2020 under the aegis of Education Division, ICAR, New Delhi. This manual includes advanced statistical modeling methodologies along with machine learning-based models for modeling and forecasting agricultural data through the use of various software packages (SAS, R, PYTHON and STATA). | en_US |
| dc.description.abstract | Not Available | en_US |
| dc.description.sponsorship | Education Division, ICAR, New Delhi | en_US |
| dc.language.iso | English | en_US |
| dc.publisher | ICAR-Indian Agricultural Statistics Research Institute | en_US |
| dc.relation.ispartofseries | Not Available; | - |
| dc.subject | Regression | en_US |
| dc.subject | Hybrid time series models | en_US |
| dc.subject | Random forest | en_US |
| dc.subject | artificial neural network | en_US |
| dc.subject | Impact assessment | en_US |
| dc.title | Statistical and Machine Learning Techniques for Modeling and Forecasting Agricultural Data | en_US |
| dc.title.alternative | Not Available | en_US |
| dc.type | Training Manual | en_US |
| dc.publication.projectcode | Not Available | en_US |
| dc.publication.journalname | Not Available | en_US |
| dc.publication.volumeno | II | en_US |
| dc.publication.pagenumber | 1-248 | en_US |
| dc.publication.divisionUnit | Division of Forecasting and Agricultural Systems Modeling | en_US |
| dc.publication.sourceUrl | Not Available | en_US |
| dc.publication.authorAffiliation | ICAR::Indian Agricultural Statistics Research Institute | en_US |
| dc.ICARdataUseLicence | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf | en_US |
| dc.publication.naasrating | Not Available | - |
| Appears in Collections: | AEdu-IASRI-Publication | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| FASM_CAFT 2019 Manual II.pdf | 14.79 MB | Adobe PDF | View/Open |
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