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Principal Component Regression for Crop Yield Estimation
Suryanarayana T. M. V.
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Description for Principal Component Regression for Crop Yield Estimation
Paperback. Series: SpringerBriefs in Applied Sciences and Technology. Num Pages: 84 pages, 12 colour illustrations, 10 colour tables, biography. BIC Classification: PBT; RNPG; TVB; TVK. Category: (G) General (US: Trade). Dimension: 157 x 247 x 13. Weight in Grams: 150.
This book highlights the estimation of crop yield in Central Gujarat, especially with regard to the development of Multiple Regression Models and Principal Component Regression (PCR) models using climatological parameters as independent variables and crop yield as a dependent variable. It subsequently compares the multiple linear regression (MLR) and PCR results, and discusses the significance of PCR for crop yield estimation. In this context, the book also covers Principal Component Analysis (PCA), a statistical procedure used to reduce a number of correlated variables into a smaller number of uncorrelated variables called principal ... Read more
This book highlights the estimation of crop yield in Central Gujarat, especially with regard to the development of Multiple Regression Models and Principal Component Regression (PCR) models using climatological parameters as independent variables and crop yield as a dependent variable. It subsequently compares the multiple linear regression (MLR) and PCR results, and discusses the significance of PCR for crop yield estimation. In this context, the book also covers Principal Component Analysis (PCA), a statistical procedure used to reduce a number of correlated variables into a smaller number of uncorrelated variables called principal ... Read more
Product Details
Publisher
Springer Verlag, Singapore
Format
Paperback
Publication date
2016
Series
SpringerBriefs in Applied Sciences and Technology
Condition
New
Weight
149g
Number of Pages
67
Place of Publication
Singapore, Singapore
ISBN
9789811006623
SKU
V9789811006623
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
About Suryanarayana T. M. V.
Dr. T. M. V. Suryanarayana is serving as Associate Professor and recognized Ph.D. Guide in Water Resources Engineering and Management Institute, The M. S. University of Baroda. He is Executive Committee Member of Indian Water Resources Society, Secretary and Treasurer of Gujarat Chapter of Association of Hydrologists of India and Joint Secretary of Indian Society ... Read more
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