Statistical Experiment Design and Interpretation: An Introduction With Agricultural Examples - Rilegato

Collins, Claire A.; Seeney, Frances M.

Rilegato

ISBN 10: 0471960063 ISBN 13: 9780471960065

Casa editrice: John Wiley & Sons Inc, 1999

Riassunto

Clearly written and free of statistical jargon, this invaluableguide concentrates on the practicalities of statistical analysisfor anyone involved with agricultural research.
Each section starts with the key points, giving a quick referenceto the contents and plenty of examples using 'real' data.

Successful experiment design starts with a statement of aims. Theauthors guide the reader through planning an experiment, includingdefining objectives, considering treatments, measurements ofinterest and the time and timing of assessments. Advantages anddisadvantages of different experiment designs and the importance ofdata exploration and graphical presentation are covered, as aredata collection, storage, validation and verification. Statisticaltechniques include the t-test, anlaysis of variance, basicregression analysis and non-parametric techniques. Assumptionsinherent to these techniques are clearly identified (bearing inmind the principles and aims) without losing the reader instatistical theory. All of the techniques are illustrated withworked examples and give full interpretation of the results.Formulae are kept to a minimum in the main text, but are given infull in the appendix.

Su questo libro

Informazioni sull'autore

Claire A. Collins and Frances M. Seeney are the authors of Statistical Experiment Design and Interpretation: An Introduction with Agricultural Examples, published by Wiley.

Dalla quarta di copertina

Statistical Experiment Design and Interpretation concentrates on the practicalities of statistical analysis for anyone involved in agricultural research. The presentation has not been cluttered with statistical jargon; there are key points at the start of each section giving a quick reference to the contents and plenty of examples using 'real' data.

Successful experiment design starts with a statement of aims. The authors guide the reader through planning an experiment, including defining objectives, considering the treatments, measurements of interest and the time and timing of assessments. Advantages and disadvantages of different experiment designs and the importance of data exploration and graphical presentation are covered, as are data collection, storage, validation and verification. Statistical techniques include the t-test, analysis of variance, basic regression analysis and non-parametric techniques. Assumptions inherent to these techniques are clearly identified (bearing in mind the principles and aims) without losing the reader in statistical theory. All of the techniques are illustrated with worked examples and give full interpretation of the results. Formulae are kept to a minimum in the main text, but are given in full in the appendix.

Dettagli dell'edizione

• Editore: John Wiley & Sons Inc
• Data di pubblicazione: 1999
• Lingua: Inglese
• ISBN 10: 0471960063
• ISBN 13: 9780471960065
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 280
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile