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Quantitative Methods for Plant Breeding
- Format:
- Book
- Language:
- English
- Subjects (All):
- Earth sciences--Textbooks.
- Earth sciences.
- Physical Description:
- 1 online resource
- Place of Publication:
- Ames, IA Iowa State University Digital Press 2023.
- Language Note:
- In English.
- Summary:
- 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.
- Contents:
- 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
- Notes:
- Description based on print resource
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