Applied Regression Analysis and Experimental Design / by Brook, Richard J.

Table of Contents: “…PrefaceFitting a Model to DataIntroductionHow to Fit a LineResidualsTransformations to Obtain LinearityFitting a Model Using Vectors and MatricesDeviations from MeansAn Example- Value of a Postage Stamp Over TimeProblems Goodness of Fit of the ModelIntroductionCoefficient Estimates for Univariate RegressionCoefficient Estimates for Mulitvariate RegressionANOVA TablesThe F TestThe Coefficient of DeterminationPredicted Values of Y and Confidence IntervalsResidualsReduced ModelsPure Error and Lack of FitExample- Lactation CurveProblemsWhich Variable Should Be Included in the ModelIntroductionOrthogonal Predictor VariablesLinear Transformations of the Predictor VariablesAdding Nonorthogonal Variables SequentiallyCorrelation FormVariable Selection- All Possible RegressionsVariable Selection- Sequential MethodsQualitative (Dummy) VariablesAggregation of DataProblemsPeculiarities of ObservationsIntroductionSensitive or High Leverage PointsOutliersWeighted Least SquaresMore on TransformationsEigenvalues and Principal ComponentsRidge RegressionPrior InformationCleaning up DataProblemsThe Experimental Design ModelIntroductionWhat Makes an Experiment The Linear ModelTests of HypothesisTesting of AssumptionsProblemsAssessing the Treatment MethodsIntroductionSpecific Hypothesis ContrastsFactorial AnalysisUnpredicted EffectsConclusionProblemsBlockingIntroductionStructure of Experimental UnitsBalanced Incomplete Block DesignsConfoundingMiscellaneous TricksProblems Extensions to the ModelIntroductionHierarchic DesignsRepeated MeasuresCovariance AnalysisUnequal ReplicationModeling the DataProblemsAppendix A Review of Vectors an.…”
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A First Course in the Design of Experiments : A Linear Models Approach / by Weber, Donald C., Skillings, John H.

Table of Contents: “…chapter 1 Introduction to the Design of Experiments /…”
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The ethical case against animal experiments /

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Animal experimentation : opposing viewpoints /

Table of Contents: “…The world's major religions support animal experimentation /…”


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Practical Data Analysis for Designed Experiments / by Yandell, BrianS

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A collection of surveys on market experiments /

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Research methods, design, and analysis by Christensen, Larry B., 1941-

Table of Contents: “…Introduction to scientific research -- Research approaches and methods of data collection -- Problem identification and hypothesis formation -- Ethics -- Measuring variables and sampling -- Research validity -- Control techniques in experimental research -- Experimental research design -- Procedure for conducting an experiment -- Quasi-experimental designs -- Single-case research designs -- Survey research -- Qualitative and mixed methods research -- Descriptive statistics -- Inferential statistics -- Preparing the research report for presentation or publication.…”

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Handbook of design and analysis of experiments /

Table of Contents: “…Optimal design for nonlinear and spatial models -- section V. Computer experiments -- section VI. Cross-cutting issues -- section VII. …”
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Acres of Skin : Human Experiments at Holmesburg Prison. by Hornblum, Allen M.

Table of Contents: “….~ Inmates recall life and experiments at Holmesburg Prison; ~It Was Like a Farmer Seeing a Fertile Field.~ Dr. …”
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Evolvable designs of experiments : applications for circuits / by Iordache, Octavian

Table of Contents: “…Cover -- Contents -- Preface -- Abbreviations -- Part One Introduction -- 1 Printed Circuits -- 2 Problem Solving for Reliability and Quality -- Part Two Evolvable Designs of Experiments (EDOE) -- 3 Polystochastic Models -- 4 First-Order Wave Equation -- 5 Informational Analysis: EDOE Matrices -- 6 EDOE Methodology -- Part Three Case Studies -- 7 Solder Wicking -- 8 Reliability Analysis -- 9 Drilling -- 10 Surface Finish Solderability -- 11 Direct Plate -- 12 Plating Voids -- Part Four Evolvability -- 13 Self-Adaptive Circuits -- 14 Proactive Circuits -- 15 Evolvable Circuits -- 16 Evolvable Manufacturing Systems -- Part Five Concluding Remarks -- 17 Related Concepts -- References -- Index.…”
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Design of Experiments for Generalized Linear Models / by Russell, Kenneth G.

Table of Contents: “…Generalized Linear Models Background Material The Theory Underlying Design The Binomial Distribution The Poisson Distribution Several Other Distributions Bayesian experimental design.…”
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Experiment design for environmental engineering : methods and examples / by Hopcroft, Francis J., Charest, Abigail

Table of Contents: “…How to design an Engineering ExperimentChapter 3. Sampling Source DataChapter 4. …”
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Design and modeling for computer experiments by Fang, Kaitai

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Design and modeling for computer experiments / by Fang, Kaitai

Table of Contents: “…part Part I An Overview -- chapter 1 Introduction -- part Part II Designs for Computer Experiments -- chapter 2 Latin Hypercube Sampling and Its Modifications -- chapter 3 Uniform Experimental Design -- chapter 4 Optimization in Construction of Designs for Computer Ex- periments -- part Part III Modeling for Computer Experiments -- chapter 5 Metamodeling -- chapter 6 Model Interpretation -- chapter 7 Functional Response -- chapter Appendix -- chapter Acronyms.…”
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Mathematics by experiment plausible reasoning in the 21st century / by Borwein, Jonathan M.

Table of Contents: “…1. What is experimental mathematics? -- 2. Experimental mathematics in action -- 3. …”
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Introduction to Probability, Statistical Methods, Design of Experiments and Statistical Quality Control by Selvamuthu, Dharmaraja, Das, Dipayan

Table of Contents: “…Analysis of Correlation and Regression -- Chapter 12. Single Factor Experimental Design -- Chapter 13. Multi-Factor Experimental Designs -- Chapter 14. …”
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Fundamentals of design of experiments for automotive engineering / by Chiang, Young J., Chiang, Amy L.

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Statistical design of experiments with engineering applications / by Rekab, Kamel

Table of Contents: “…Designing and conducting the experiment -- 3. Optimization of the location parameter -- 4. …”
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Sacred cows and golden geese : the human cost of experiments on animals / by Greek, C. Ray

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Experimenting with the consumer : the mass testing of risky products on the American public / by Shapo, Marshall S., 1936-

Table of Contents: “…Preface -- Introduction -- 1: Experimentation: a survey at trench level -- 2: HIV/AIDS drugs: speeding up science under political pressure -- 3: Breast implants: a parable of law's response to improvements on nature -- 4: Treating thyself with drugs-for men only: the saga of Viagra -- 5: Estrogens: a gathering of data, a gathering storm -- 6: Estrogens-the storm breaks: a struggle of medicine, law, and politics -- 7: Experiments at the billionth level: nanotechnology -- Conclusion -- Postscript -- Notes -- Index.…”
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