Pharmaceutical Experimental Design and Interpretation

ISBN-13: 9780415299015 / Angielski / Twarda / 2006 / 256 str.

N. Anthony Armstrong

Opis

Completely updated, this new edition explains the major methods of experimental design and evaluation such as multivariate, sequential, and principal components analysis. It offers new sections on neural networks, artificial intelligence, fractional designs, and optimization techniques. Taking a practice-orientated approach, it employs current case studies to illustrate important concepts, so as to deliver a clear understanding of statistical approaches without repeating information from older statistics textbooks. It supplies appendices on statistical tables, computer programs in BASIC and MINITAB Commands, sequential analysis grids, and matrices.

Spis treści

Introduction to Experimental Design. Comparison of Mean Values. Non-parametric Treatments. Correlation and Regression. Multivariate Methods. Cluster and Discrimination Analysis. Principal Components and Factor Analysis. Sequential Analysis. Factorial Design of Experiments. Model-dependent Optimization and Response Surface Methodology. Model-independent Optimization. Experimental Designs for Mixtures Appendix 1: Statistical Tables. Appendix 2: Computer Programs in BASIC and MINITAB Commands. Appendix 3: Sequential Analysis Grids. Appendix 4: Matrices

O autorze

Armstrong, N. Anthony