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All models are wrong, but some are useful.
George E. P. Box
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George E. P. Box
Age: 93 †
Born: 1919
Born: October 18
Died: 2013
Died: March 28
Statistician
University Teacher
Gravesend
Kent
George Box
George Edward Pelham Box
Science
Investing
Math
Statistician
Useful
Approximation
Data
Modelling
Models
Usefulness
Understanding
Modeling
Knowledge
Mathematician
Wrong
Statistics
More quotes by George E. P. Box
The only way to know how a complex system will behave-after you modify it-is to modify it and see how it behaves.
George E. P. Box
Remember that all models are wrong the practical question is how wrong do they have to be to not be useful.
George E. P. Box
The business of the statistician is to catalyze the scientific learning process.
George E. P. Box
The benefits provided by worker participation are twofold. Quality is improved because of the finding and fixing of a very large number of problems, but also, and perhaps equally important, moral is improved.
George E. P. Box
Discovering the unexpected is more important than confirming the known.
George E. P. Box
The management system which makes only a pretense of valuing employee involvement and encouraging employee empowerment merely breeds cynicism.
George E. P. Box
Just as the ability to devise simple but evocative models is the signature of the great scientist so overelaboration and overparameterization is often the mark of mediocrity.
George E. P. Box
Management must provide employees with tools that will enable them to do their jobs better, and with encouragement to use these tools. In particular, they must collect data.
George E. P. Box
One important idea is that science is a means whereby learning is achieved, not by mere theoretical speculation on the one hand, nor by the undirected accumulation of practical facts on the other, but rather by a motivated iteration between theory and practice.
George E. P. Box