Design and analysis of experiments with R /
This book presents a unified treatment of experimental designs and design concepts commonly used in practice. It connects the objectives of research to the type of experimental design required, describes the process of creating the design and collecting the data, shows how to perform the proper anal...
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Boca Raton, Florida :
CRC Press,
[2015]
|
| Series: | Texts in statistical science.
|
| Subjects: |
Table of Contents:
- Completely randomized designs with one factor
- Factorial designs
- Randomized block designs
- Designs to study variances
- Fractional factorial designs
- Incomplete and confounded block designs
- Split-plot designs
- Crossover and repeated measures designs
- Response surface designs
- Mixture experiments
- Robust parameter design experiments
- Experimental strategies for increasing knowledge.