Statements (55)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
statistical analysis
|
| gptkbp:alsoKnownAs |
gptkb:DOE
|
| gptkbp:appliesTo |
agriculture
engineering manufacturing scientific research |
| gptkbp:field |
statistics
|
| gptkbp:firstPublished |
gptkb:The_Design_of_Experiments_(book)
1935 |
| gptkbp:hasConcept |
gptkb:psychotherapy
control factor replication randomization blocking experimental unit interaction effect level main effect |
| https://www.w3.org/2000/01/rdf-schema#label |
Design of Experiments
|
| gptkbp:method |
gptkb:Taguchi_methods
gptkb:Plackett–Burman_design factorial design Latin square design fractional factorial design randomized block design response surface methodology |
| gptkbp:originatedIn |
gptkb:Ronald_A._Fisher
|
| gptkbp:principle |
random assignment
blocking to reduce variability control of extraneous variables replication of treatments statistical analysis of results |
| gptkbp:purpose |
to analyze experimental data
to identify cause-and-effect relationships to plan experiments efficiently |
| gptkbp:relatedTo |
gptkb:analysis_of_variance
statistical analysis quality improvement hypothesis testing |
| gptkbp:usedBy |
gptkb:engineer
gptkb:scientist statisticians quality control professionals |
| gptkbp:usedFor |
clinical trials
process improvement product development agricultural experiments identifying significant factors improving product quality industrial experiments optimizing processes reducing variability |
| gptkbp:bfsParent |
gptkb:DOE
|
| gptkbp:bfsLayer |
4
|