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Please use this identifier to cite or link to this item:
http://krishi.icar.gov.in/jspui/handle/123456789/81985
Title: | Analysis of Agricultural Data using Statistical And Data Mining Techniques |
Other Titles: | Not Available |
Authors: | V. B. Singh Shashi Dahiya Sudeep Marwaha Mrinmoy Ray Ankita Sahu Purnima Singh Nisha Singh Shashi Yadav S.S. Tomar |
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, New Delhi 110 012, India RVSKVV, Gwalior |
Published/ Complete Date: | 2023-08-01 |
Project Code: | Not Available |
Keywords: | Agriculture Data Mining |
Publisher: | RVSKVV, Gwalior, ICAR-IASRI, NewDelhi |
Citation: | Singh, V.B., Dahiya, S., Marwaha, S., S., Ray, M., Sahu, A., Singh, P., Singh, N., Yadav, S., Tomar, S.S. (2023). Analysis of Agricultural Data using Statistical And Data Mining Techniques. Reference Manual, RVSKVV, Gwalior, ICAR-IASRI, NewDelhi |
Series/Report no.: | Not Available; |
Abstract/Description: | Reference Manual on Analysis of Agricultural Data using Statistical And Data Mining Techniques include various topics such as Artificial Intelligence and Knowledge Management in Agriculture, Introduction to R Software, Descriptive Statistics and Exploratory Data Analysis , Statistical Data Analysis using Microsoft Excel , Tests of Significance and Non-Parametric Test , Multivariate Statistical Techniques , Correlation and Regression Analysis , Overview of Survey Sampling, Introduction and Overview of the Nonlinear Growth Model, Logit and Probit Analysis , Planning of Experiments and Basic Experimental Designs, ANCOVA, Factorial Experiments, Data Mining: An Overview, Classification and Regression Tree (Cart) and Self Organizing Maps (Som), Cluster Analysis using R, Arch/ Garch Family of Non-Linear Models, Ensemble Methods, Association Rules Mining Using R, Statistical Analysis Using SPSS Software |
Description: | Not Available |
ISSN: | Not Available |
Type(s) of content: | Other |
Sponsors: | Not Available |
Language: | English |
Name of Journal: | Not Available |
Journal Type: | Not Available |
NAAS Rating: | Not Available |
Impact Factor: | Not Available |
Volume No.: | Not Available |
Page Number: | 1-589 |
Name of the Division/Regional Station: | Not Available |
Source, DOI or any other URL: | Not Available |
URI: | http://krishi.icar.gov.in/jspui/handle/123456789/81985 |
Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
File | Description | Size | Format | |
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Reference Manual_Analysis of Agricultural Data.pdf | 19.95 MB | Adobe PDF | View/Open |
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