1. Introduction -- 2. Linear model basics -- 3. Randomization and blocking -- 4. Factors -- 5. Analysis of some simple orthogonal designs -- 6. Factorial treatment structure and complete factorial designs -- 7. Blocked, split-plot, and strip-plot complete factorial designs -- 8. Fractional factorial designs and orthogonal arrays -- 9. Regular fractional factorial designs -- 10. Minimum aberration and related criteria -- 11. Structures and construction of two-level resolution IV designs -- 12. Orthogonal block structures and strata -- 13. Complete factorial designs with orthogonal block structures -- 14. Multi-stratum fractional factorial designs -- 15. Nonregular designs.