Optimal experimental design with R. (2011)

• Record Type: Book
• Further Information: Note: Dieter Rasch [and others].
• Other Names: Rasch, Dieter
• Contents: Introduction; Experimentation and empirical research; Designing experiments; Some basic definitions; Block designs; About the R-programs; ; Determining the Minimal Size of an Experiment for Given Precision ; Sample Size Determination in Completely Randomised Designs; Introduction; Confidence estimation; Selection procedures; Testing hypotheses; Summary of sample size formulae; ; Size of Experiments in Analysis of Variance Models; Introduction; One-way layout; Two-way layout; Three-way layout; ; Sample Size Determination in Model II of Regression Analysis; Introduction; Confidence intervals; Hypothesis testing; Selection procedures; ; Sequential Designs; Introduction; Wald's sequential likelihood ratio test (SLRT) for one-parametric exponential families; Test about means for unknown variances; Triangular designs; A sequential selection procedure; ; Construction of Optimal Designs ; Constructing Balanced Incomplete Block Designs; Introduction; Basic definitions; Construction of BIBD; ; Constructing Fractional Factorial Designs; Introduction and basic notations; Factorial designs|basic definitions; Fractional factorials design with two levels of each factor (2p-k designs); Fractional factorial designs with three levels of each factor (3p-k -designs); ; Exact Optimal Designs and Sample Sizes in Model I of Regression Analysis; Introduction; Exact Φ-optimal designs; Determining the size of an experiment; ; Special Designs ; Second Order Designs; Central composite designs; Doehlert designs; D-optimum and G-optimum second order designs; Comparing the determinant criterion for some examples; ; Mixture Designs; Introduction; The simplex lattice designs; Simplex centroid designs; Extreme vertice designs; Augmented designs; Constructing optimal mixture designs with R; An example; ; Theoretical Background; Non-central distributions; Groups, fields and finite geometries; Difference sets; Hadamard matrices; Existence and non-existence of non-trivial BIBD; Conference matrices; Index
• Publisher Details: Boca Raton : Taylor & Francis
• Publication Date: 2011
• Extent: 1 online resource
• Subjects: 001.434; Experimental design; R (Computer program language); Experimental design; R (Computer program language); Electronic books
• Languages: English
• ISBNs: 9781439816981; 1439816980
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• 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.