From Experimental Network to Meta-analysis

Methods and Applications with R for Agronomic and Environmental Sciences

David Makowski, François Piraux, François Brun (Autoren)

Buch | Hardcover

155 Seiten

2019 | 2019 ed.
Springer (Verlag)
9789402416954 (ISBN)

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This book has been designed as a methodological guide and shows the interests and limitations of different statistical methods to analyze data from experimental networks and to perform meta-analyses. It is intended for engineers, students and researchers involved in data analysis in agronomy and environmental science.

Chapter 1. Introduction and examples.- Part I. Analysis of experimental networks.- Chapter 2. Basic Concepts.- Chapter 3. Analysis of network of experiments in blocks of complete randomness as a studied factor.- Chapter 4. Advanced Methods for Network Analysis.- Chapter 5. Planning an Experimental Network.- Part II. The meta-analysis.- Chapter 6. Basics for meta-analysis.- Chapter 7. Specific statistical problems for the meta-analysis.- Annex. R resources to implement the methods of analysis networks and meta-analysis.- Package Codes.

Erscheinungsdatum	23.05.2019
Zusatzinfo	43 Illustrations, color; 26 Illustrations, black and white; X, 155 p. 69 illus., 43 illus. in color.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Mathematik
	Naturwissenschaften ► Biologie ► Botanik
	Weitere Fachgebiete ► Land- / Forstwirtschaft / Fischerei
Schlagworte	Agriculture • data analyses • research synthesis • R software • Statistical Models
ISBN-13	9789402416954 / 9789402416954
Zustand	Neuware