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Everything about Design of experiments
Design of tasks
The design of experiments (DOE), also known as experimental design, refers to the construction of procedures that attempt to explain how changes in one aspect of a system will lead to changes in other aspects of a system. In general, the design of experiments involves decisions about which aspects of the system to change and which to control based on hypotheses about the sources of variance in the aspects of the system considered by the experimenter. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Design of experimentsA 5-minute orientation
- Skim a recent paper: Planning experiments: Updated guidance on experimental design and analysis and their reporting IIIInfluential work since 2022
- Pick up a classic book: Nuclear wasteThe most-reprinted book on the subject
- Read the landmark paper: An Overview of CMIP5 and the Experiment DesignCited 11,967 times
- Go sideways: Optimal experimental designA closely related topic
- Go sideways: Blocking (statistics)A closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🏆 Landmark papers (most cited)
An Overview of CMIP5 and the Experiment Design
Combining theory and experiment in electrocatalysis: Insights into materials design
Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization
Pseudoreplication and the Design of Ecological Field Experiments
Theoretical Basis, Experimental Design, and Computerized Simulation of Synergism and Antagonism in Drug Combination Studies
🆕 Influential since 2022
Planning experiments: Updated guidance on experimental design and analysis and their reporting III
Designing Information Provision Experiments
Bistable energy harvesting backpack: Design, modeling, and experiments
Design and Analysis of Switchback Experiments
Multi-objective optimization of rectangular cooling channel design using Design of Experiments (DOE)
📚 Books worth reading
- 📕Nuclear wasteUnited States. General Accounting Office · 1900
Design and analysis of experimentsDouglas C. Montgomery · 1976
Analysis of Variance, Design, and RegressionRonald Christensen · 1996
Design of ExperimentsMax Morris · 2009
Repeated Measurements And Crossover DesignsDamaraju Raghavarao, Lakshmi V. Padgett · 2014
Applied linear statistical modelsJohn Neter · 1974
Fundamentals of experimental designJerome L. Myers · 1966- 📕Practical Data Analysis for Designed ExperimentsBrianS Yandell · 2017
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Optimal experimental design In the design of experiments, optimal experimental designs (or optimum designs) are a class of experimental designs that are optimal with respect to some…
- Blocking (statistics) In the statistical theory of the design of experiments, blocking is the arranging of experimental units that are similar to one another in groups (blocks)…
- Glossary of experimental design These terms are used in experimental research and relevant to the fields of statistics, experimental design, and estimation theory. Alias: When the estimate…
- Quasi-experiment A quasi-experiment is a research design used to estimate the causal impact of an intervention. This research design is aimed at assessing the difference…
- Experiment An experiment is a procedure carried out to support or refute a hypothesis, or determine the efficacy or likelihood of something previously untried. Experiments…
- Response surface methodology In statistics, response surface methodology (RSM) explores the relationships between several explanatory variables and one or more response variables.…
- Repeated measures design Repeated measures design is a research design that involves multiple measures of the same variable taken on the same or matched subjects either under different…
- List of publications in statistics This is a list of publications in statistics, organized by field. Some reasons why a particular publication might be regarded as important: Topic creator…