Principles of a Research Design:
1. Replication: repetition to estimate variations among observations on the group of subjects
2. Randomization: assignment of experimental units to treatments by chance to reduce bias
3. Local control: balancing, grouping, and blocking of experimental units homogeneously
4. Control of extraneous variables: provision of controls to ensure no outside variables affect experimental subjects