1.

Record Nr.

UNINA9910886991003321

Autore

Salinas Ruíz Josafhat

Titolo

Introduction to Experimental Designs with PROC GLIMMIX of SAS : Applications in Food Science and Agricultural Science / / by Josafhat Salinas Ruíz, Osval Antonio Montesinos López, Jose Crossa

Pubbl/distr/stampa

Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024

ISBN

9783031655753

3031655753

Edizione

[1st ed. 2024.]

Descrizione fisica

1 online resource (267 pages)

Altri autori (Persone)

Montesinos LópezOsval Antonio

CrossaJose

Disciplina

519.57

Soggetti

Experimental design

Agriculture

Food science

Design of Experiments

Food Science

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

Chapter 1 Introduction to Experiment Design -- Chapter 2 Completely Random Design -- Chapter 3 Mixed Models -- Chapter 4 Randomized Complete Block Design -- Chapter 5 Incomplete Block Designs -- Chapter 6 Nested Models -- Chapter 7 Covariance Analysis -- Chapter 8 Latin Square Designs -- Chapter 9 Split Plots -- Chapter 10 Strip Design -- Chapter 11 Repeated Measures.

Sommario/riassunto

In this book, the subject of design and analysis of experiments has been covered in simple language by giving basic concepts of various designs and essential data analysis steps of designed experiments. It has become clear that among researchers, mainly from the areas of food and agricultural sciences, there is a great need for a reference work on design and analysis of experiments that covers basic concepts, provides examples of varied situations that require the use of the experimental designs and that offers clear steps required for the correct analysis execution. This book covers such needs while also sharing codes in the Statistical Analysis Systems (SAS) for each of the



designs covered using Proc Glimmix to perform the analysis. It is hoped that this will allow readers to directly analyze the data from their experiments.