Title Details: | |
Experimental Designs in the Agricultural Sciences |
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Other Titles: |
Applications in R |
Authors: |
Katsileros, Anastasios |
Reviewer: |
Karagrigoriou, Alexandros |
Subject: | MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS > DESIGN OF EXPERIMENTS NATURAL SCIENCES AND AGRICULTURAL SCIENCES > AGRICULTURAL SCIENCES MEDICINE AND HEALTH SCIENCES, LIFE SCIENCES, BIOLOGICAL SCIENCES > LIFE SCIENCES > BIOMATHEMATICS > BIOSTATISTICS NATURAL SCIENCES AND AGRICULTURAL SCIENCES > AGRICULTURAL SCIENCES > PLANT SCIENCE AND PLANT PRODUCTS > PLANT BREEDING NATURAL SCIENCES AND AGRICULTURAL SCIENCES > AGRICULTURAL SCIENCES > PLANT SCIENCE AND PLANT PRODUCTS |
Keywords: |
Agronomy Trials
Experimental Designs Factorial Experiments Data Analysis Sources of Variation Analysis οf Variance Experimental Error Blocking Techniques Randomization Multiple Comparisons |
Description: | |
Abstract: |
The purpose of the textbook, which aims at undergraduate and postgraduate students from the field of applied sciences, is to present and explain in a simple and comprehensible way the basic statistical concepts, and especially, the principles and methods of scientific research required for the design and conduct of experiments, the presentation and analysis of experimental data and the interpretation of results. This textbook covers the basic theory and emphasizes the visualization and statistical analysis of data from the main experimental designs, applied to the agricultural sciences using the R programming language.
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Linguistic Editors: |
Paxinou, Evgenia |
Type: |
Undergraduate textbook |
Creation Date: | 09-10-2022 |
Item Details: | |
ISBN |
978-618-5667-88-7 |
License: |
Attribution - NonCommercial - ShareAlike 4.0 International (CC BY-NC-SA 4.0) |
DOI | http://dx.doi.org/10.57713/kallipos-140 |
Handle | http://hdl.handle.net/11419/8666 |
Bibliographic Reference: | Katsileros, A. (2022). Experimental Designs in the Agricultural Sciences [Undergraduate textbook]. Kallipos, Open Academic Editions. https://dx.doi.org/10.57713/kallipos-140 |
Language: |
Greek |
Consists of: |
1. Introduction 2. Basic Statistical Concepts 3. Statistical Hypothesis Testing 4. Checking Assumptions 5. Completely Randomized Design 6. Multiple Comparisons 7. Randomized Complete Block Design 8. Latin Square Design 9. Incomplete Block Designs 10. Factorial Experiments 11. Nested and Split-Plot Designs 12. Correlation and Regression 13. Analysis of Covariance |
Number of pages |
324 |
Publication Origin: |
Kallipos, Open Academic Editions |
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