000			03948nam a22004693i 4500
001			EBC7104280
003			MiAaPQ
005			20240724115709.0
006			m o d |
007			cr cnu||||||||
008			240724s2015 xx o ||||0 eng d
020			_a9781118954645 _q(electronic bk.)
020			_z9781118954638
035			_a(MiAaPQ)EBC7104280
035			_a(Au-PeEL)EBL7104280
035			_a(OCoLC)1347024542
040			_aMiAaPQ _beng _erda _epn _cMiAaPQ _dMiAaPQ
050		4	_aQA276.18 .E27 2015
082	0		_a519.5/7
100	1		_aEasterling, Robert G.
245	1	0	_aFundamentals of Statistical Experimental Design and Analysis.
250			_a1st ed.
264		1	_aNewark : _bJohn Wiley & Sons, Incorporated, _c2015.
264		4	_c©2015.
300			_a1 online resource (291 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	1		_aNew York Academy of Sciences Series
505	0		_aIntro -- Title Page -- Table of Contents -- Preface -- References -- Statistical Software -- Sources for Student Exercises (in addition to the above references) -- Acknowledgments -- Credits -- 1 Introduction -- Motivation: Why Experiment? -- Steps in an Experimental Program -- Subject-Matter Passion -- Case Study -- Overview of Text -- Assignment -- References -- 2 Fundamentals of Experimental Design -- Introduction -- Experimental Structure -- Principles of Experimental Design -- Assignment -- References -- 3 Fundamentals of Statistical Data Analysis -- Introduction -- Boys' Shoes Experiment -- Tomato Fertilizer Experiment -- A New Tomato Experiment -- Comparing Standard Deviations -- Discussion -- Appendix 3.A The Binomial Distribution -- Appendix 3.B Sampling from a Normal Distribution -- Appendix 3.C Statistical Underpinnings -- Assignment -- References -- 4 Completely Randomized Design -- Introduction -- Design Issues -- CRD: Single Qualitative Factor -- Analysis of Variance -- Testing the Assumptions of Equal Variances and Normality -- Confidence Intervals -- Inference -- Statistical Prediction Interval -- Example: Tomato Fertilizer Experiment Revisited -- Sizing a Completely Randomized Experiment -- CRD: Single Quantitative Factor -- Design Issues -- Enhanced Case Study: Power Window Gear Teeth -- Assignment -- References -- 5 Completely Randomized Design with Multiple Treatment Factors -- Introduction -- Design Issues -- Response Surface Designs -- Special Case: Two-Level Factorial Experiments -- Fractional Two-Level Factorials -- Extensions -- Assignment -- References -- 6 Randomized Complete Block Design -- Introduction -- Design Issues -- RBD with Single Replication -- Sizing a Randomized Block Experiment -- True Replication -- Extensions of the RBD -- Discussion -- Balanced Incomplete Block Designs -- Summary -- Assignment.
505	8		_aReferences -- 7 Other Experimental Designs -- Introduction -- Latin Square Design -- Split-Unit Designs -- Repeated Measures Designs -- Robust Designs -- Optimal Designs -- Assignment -- References -- Index -- End User License Agreement.
588			_aDescription based on publisher supplied metadata and other sources.
590			_aElectronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650		0	_aExperimental design.
650		0	_aMathematical statistics-Anecdotes.
650		0	_aMathematical statistics-Study and teaching.
655		4	_aElectronic books.
776	0	8	_iPrint version: _aEasterling, Robert G. _tFundamentals of Statistical Experimental Design and Analysis _dNewark : John Wiley & Sons, Incorporated,c2015 _z9781118954638
797	2		_aProQuest (Firm)
830		0	_aNew York Academy of Sciences Series
856	4	0	_uhttps://ebookcentral.proquest.com/lib/orpp/detail.action?docID=7104280 _zClick to View
999			_c32998 _d32998