Statistical methods in biology : design and analysis of experiments and regression /: design and analysis of experiments and regression. (2014)

• Record Type: Book
• Uniform Title: Design of experiments and linear regression in the biological sciences
• Further Information: Note: By S.J. Welham, S.A. Gezan, S.J. Clark, A. Mead.
• Authors: Welham, S. J (Suzanne Jane); Gezan, S. A; Clark, S. J; Mead, A (Andrew)
• Contents: Introduction. A Review of Basic Statistics; Principles for Designing Experiments; Models for a Single Factor; Checking Model Assumptions; Transformations of the Response; Models with Simple Blocking Structure; Extracting Information about Treatments; Models with Complex Blocking Structure; Replication and Power; Dealing with Non-Orthogonality; Models for a Single Variate: Simple Linear Regression; Checking Model Fit; Models for Several Variates: Multiple Linear Regression; Models for Variates and Factors; Incorporating Structure: Mixed Models; Models for Curved Relationships; Models for Non-Normal Responses: Generalized Linear Models; Practical Design and Data Analysis for Real Studies; References; Appendices
• Publisher Details: Boca Raton : Chapman & Hall/CRC
• Publication Date: 2014
• Extent: 1 online resource, illustrations (black and white)
• Subjects: 570.151957; Biometry; Experimental design; Regression analysis
• Languages: English
• ISBNs: 9781439898062
• Related ISBNs: 9781439898055; 9781439808818
• Notes: Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.