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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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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Crash course statistics. Controlled experiments.

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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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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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Practical Data Analysis for Designed Experiments / by Yandell, BrianS

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A collection of surveys on market experiments /

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Planning, construction, and statistical analysis of comparative experiments / by Giesbrecht, Francis G., 1935-

Table of Contents: “…Linear Models for Designed Experiments -- 4. Testing Hypotheses and Determining Sample Size -- 5. …”
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Planning, construction, and statistical analysis of comparative experiments / by Giesbrecht, Francis G., 1935-

Table of Contents: “…Completely randomized design -- Linear models for designed experiments -- Testing hypotheses and determining sample size -- Methods of reducing unexplained variation -- Latin squares -- Split-plot and related designs -- Incomplete block designs -- Repeated treatments designs -- Factorial experiments: The 2N system -- Factorial experiments: The 3N system -- Analysis of experiments without designed error terms -- Confounding effects with blocks -- Fractional factorial experiments -- Response surface designs -- Plackett-Burman Hadamard plans -- General pN and nonstandard factorials -- Plans for which run order is important -- Sequences of fractions of factorials -- Factorial experiments with quantitative factors: blocking and fractions -- Supersaturated plans -- Multistage experiments -- Orthogonal arrays and related structures -- Factorial plans derived via orthogonal arrays -- Experiments on the computer.…”


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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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The human experiment

Subjects: “…Human experimentation in medicine Moral and ethical aspects. sh2008105860…”

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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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Experimental economics : rethinking the rules /

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Theory of factorial design : single- and multi-stratum experiments / by Cheng, Ching-shui, 1950-

Subjects: “…Experimental design. sh 85046441…”
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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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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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Experimenter.

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Experimenter the Stanley Milgram story /

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Experimental /

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