KRISHI
ICAR RESEARCH DATA REPOSITORY FOR KNOWLEDGE MANAGEMENT
(An Institutional Publication and Data Inventory Repository)
"Not Available": Please do not remove the default option "Not Available" for the fields where metadata information is not available
"1001-01-01": Date not available or not applicable for filling metadata infromation
"1001-01-01": Date not available or not applicable for filling metadata infromation
Please use this identifier to cite or link to this item:
http://krishi.icar.gov.in/jspui/handle/123456789/46418| Title: | Statistical and Machine Learning Techniques for Modeling and Forecasting Agricultural Data |
| Other Titles: | Not Available |
| Authors: | Mrinmoy Ray Shivaswamy G P Harish Kumar H V |
| ICAR Data Use Licennce: | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf |
| Author's Affiliated institute: | ICAR::Indian Agricultural Statistics Research Institute |
| Published/ Complete Date: | 2019-12-20 |
| Project Code: | Not Available |
| Keywords: | Regression Hybrid time series models Random forest artificial neural network Impact assessment |
| Publisher: | ICAR-Indian Agricultural Statistics Research Institute |
| 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 |
| Series/Report no.: | Not Available; |
| Abstract/Description: | Not Available |
| 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). |
| ISSN: | Not Available |
| Type(s) of content: | Training Manual |
| Sponsors: | Education Division, ICAR, New Delhi |
| Language: | English |
| Name of Journal: | Not Available |
| NAAS Rating: | Not Available |
| Volume No.: | II |
| Page Number: | 1-248 |
| Name of the Division/Regional Station: | Division of Forecasting and Agricultural Systems Modeling |
| Source, DOI or any other URL: | Not Available |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/46418 |
| 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 |
Items in KRISHI are protected by copyright, with all rights reserved, unless otherwise indicated.