 Design of experiments

Design of experiments chooses experimental units, treatments, replication, blocks in experimental design and randomization so that scientifically useful treatment contrasts can be estimated with meaningful standard errors. Allocation determines which measurements supply independent treatment information.

Design of Experiments (DOE) is a systematic method used in statistics for planning, conducting, analyzing, and interpreting controlled tests to evaluate the factors that may influence a particular outcome or response. It is commonly applied in various fields, including agriculture, engineering, pharmaceuticals, and social sciences, to understand the relationships between different inputs (factors) and outputs (responses).