KRISHI
ICAR RESEARCH DATA REPOSITORY FOR KNOWLEDGE MANAGEMENT
(An Institutional Publication and Data Inventory Repository)
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Please use this identifier to cite or link to this item:
http://krishi.icar.gov.in/jspui/handle/123456789/46417Full 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 | 2021-04-08T09:32:57Z | - |
| dc.date.available | 2021-04-08T09:32:57Z | - |
| 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-I. pp 1-265. ICAR-IASRI, New Delhi | en_US |
| dc.identifier.issn | Not Available | - |
| dc.identifier.uri | http://krishi.icar.gov.in/jspui/handle/123456789/46417 | - |
| dc.description | This training reference manual was brought out under the Centre of Advanced Faculty Training program 'Statistical and Machine Learning Techniques for Modeling and Forecasting Agricultural Data', organized by the Forecasting and Agricultural Systems Modeling division of ICAR-IASRI, New Delhi. This manual includes current 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 | Not Available | 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 | Qualitative regression models | en_US |
| dc.subject | Classification and regression trees | en_US |
| dc.subject | Multivariate time series model | en_US |
| dc.subject | Bayesian time series modeling | 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 | 1 | en_US |
| dc.publication.pagenumber | 1-265 | 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 I.pdf | 9.77 MB | Adobe PDF | View/Open |
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