Quantitative Methods for Plant Breeding

This open textbook covers common statistics used in agriculture research, including experimental design in plant breeding and genetics, as well as the analysis of variance, regression, and correlation.

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Bibliographic Details
Other Authors: Suza, Walter (Editor), Lamkey, Kendall (Editor)
Format: Electronic eBook
Language:English
Published: Ames, IA Iowa State University Digital Press 2023.
Series:Open textbook library.
Subjects:
Online Access:Access online version
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245 0 0 |a Quantitative Methods for Plant Breeding  |c Walter Suza 
264 2 |a Minneapolis, MN  |b Open Textbook Library 
264 1 |a Ames, IA  |b Iowa State University Digital Press  |c 2023. 
264 4 |c ©2023. 
300 |a 1 online resource 
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338 |a online resource  |b cr  |2 rdacarrier 
490 0 |a Open textbook library. 
505 0 |a About the PBEA Series -- Chapter 1: Basic Principles -- Chapter 2: Distributions and Probability -- Chapter 3: Central Limit Theorem, Confidence Intervals, and Hypothesis Tests -- Chapter 4: Categorical Data - Binary -- Chapter 5: Categorical Data Multivariate -- Chapter 6: Continuous Data -- Chapter 7: Linear Correlation, Regression and Prediction -- Chapter 8: The Analysis of Variance (ANOVA) -- Chapter 9: Two Factor ANOVAs -- Chapter 10: Mean Comparisons -- Chapter 11: Randomized Complete Block Design -- Chapter 12: Data Transformation -- Chapter 13: Multiple Regression -- Chapter 14: Nonlinear Regression -- Chapter 15: Multivariate Analysis -- Algebra Review Guide -- Contributors -- Applied Learning Activities 
520 0 |a This open textbook covers common statistics used in agriculture research, including experimental design in plant breeding and genetics, as well as the analysis of variance, regression, and correlation. 
542 1 |f Attribution-NonCommercial 
546 |a In English. 
588 0 |a Description based on print resource 
650 0 |a Earth Sciences  |v Textbooks 
700 1 |a Suza, Walter  |e editor 
700 1 |a Lamkey, Kendall  |e editor 
710 2 |a Open Textbook Library  |e distributor 
856 4 0 |u https://open.umn.edu/opentextbooks/textbooks/1513  |z Access online version