An innovative discussion of building empirical models and the fitting of surfaces to data. Introduces the general philosophy of response surface methodology, and details least squares for response surface work, factorial designs at two levels, fitting second-order models, adequacy of estimation and the use of transformation, occurrence and elucidation of ridge systems, and more. Some results are presented for the first time. Includes real-life exercises, nearly all with solutions.
George E. P. BoxRelated topics
adequacy building datum discussion elucidation estimation factorial fitting general least methodology occurrence philosophy response ridge surface time transformation use work detailsRelated quotes
John Sculley ruined Apple and he ruined it by bringing a set of values to the top of Apple which were corrupt and corrupted some of the top people who were there, drove out some of the ones who were not corruptible, and brought in more corrupt ones and paid themselves collectively tens of millions of dollars and cared more about their own glory and wealth than they did about what built Apple in the first place - which was making great computers for people to use.
Steve Jobs
After sleeping through a hundred million centuries we have finally opened our eyes on a sumptuous planet, sparkling with color, bountiful with life. Within decades we must close our eyes again. Isnt it a noble, an enlightened way of spending our brief time in the sun, to work at understanding the universe and how we have come to wake up in it This is how I answer when I am askedas I am surprisingly oftenwhy I bother to get up in the mornings.
Richard Dawkins
Conditions to the north of us, in the Voronezh and Steppe Fronts zone of action, and our offensive on Kharkov demands that we not lose time and we commit all forces so that we can draw off as many divisions as possible from Kharkov. And even if we do not draw them off, at least we will not give Manstein the ability to take any of his units from our part of the front. If we attract one or two German tank divisions - it will be the best contribution to the defeat of the enemy in the south.
Aleksandr Vasilevsky
Of this voyage, I observe,' says the Admiral, 'that it has miraculously been shown, as may be understood by this writing, by the many signal miracles that He has shown on the voyage, and for me, who for so great a time was in the court of Your Highnesses with the opposition and against the opinion of so many high personages of your household, who were all against me, alleging this undertaking to be folly, which I hope in Our Lord will be to the greater glory of Christianity, which to some slight extent already has happened.
Christopher Columbus
Ideally a painter (and, generally, an artist) should not become conscious of his insights without taking the detour through his reflective processes, and incomprehensibly to himself, all his progress should enter so swiftly into the work that he is unable to recognize them in the moment of transition. Alas, the artist who waits in ambush there, watching, detaining them, will find them transformed like the beautiful gold in the fairy tale which cannot remain gold because some small detail was not taken care of.
Rainer Maria Rilke
