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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Introduction to design and analysis of experiments / by Cobb, George W.

Table of Contents: “…1. Introduction to Experimental Design -- 2. Informal Analysis and Checking Assumptions -- 3. …”


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

Subjects: “…Experimental design. sh 85046441…”
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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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Fundamentals of design of experiments for automotive engineering / by Chiang, Young J., Chiang, Amy L.

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A collection of surveys on market experiments /

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Design of experiments for reliability achievement / by Rigdon, Steven E., 1955-, Pan, Rong (Professor of reliability engineering), Montgomery, Douglas C., Freeman, Laura June

Table of Contents: “…Reliability concepts -- Lifetime distributions -- Inference for parameters of life distributions -- Fundamentals of experimental design -- Further principles of experimental design -- Parametric regression models -- Semiparametric regression models -- Design of single testing condition reliability experiments -- Design of multi factor and multi level reliability experiments.…”
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Planning and executing credible experiments : a guidebook for engineering, science, industrial processes, agriculture, and business / by Moffat, R. J., Henk, Roy W.

Subjects: “…Experimental design.…”
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The human experiment

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

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Optimal design of experiments a case study approach / by Goos, Peter

Subjects: “…Industrial engineering Experiments Computer-aided design.…”
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Optimal design of experiments : a case study approach / by Goos, Peter

Table of Contents: “…A Simple Comparative Experiment -- An Optimal Screening Experiment -- Adding Runs to a Screening Experiment -- A Response Surface Design with a Categorical Factor -- A Response Surface Design in an Irregularly Shaped Design Region -- A 'Mixture' Experiment with Process Variables -- A Response Surface Design in Blocks -- A Screening Experiment in Blocks -- Experimental Design in the Presence of Covariates -- A Split-Plot Design -- A Two-Way Split-Plot Design.…”
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Victims and survivors of Nazi human experiments : science and suffering in the Holocaust / by Weindling, Paul

Table of Contents: “…Cover page; Halftitle page; Title page; Copyright page; CONTENTS; ILLUSTRATIONS; ACKNOWLEDGEMENTS; ABBREVIATIONS; PREFACE; Researching victims; Note on names and identities; CHAPTER ONE Exploring experiments; Concealed depths; Experiments as exploitation; Nameless victims; Experiments as experience; The meaning of 'an experiment'; PART ONE Eugenics to experiments, 1933 to 1941; CHAPTER TWO Nazifying medical research; The experimental impulse; Man and beast; The new German healing; Nazifying medical research; CHAPTER THREE On the slippery slope: From eugenics to experiments.…”
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The ethical case against animal experiments /

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Experimental economics : rethinking the rules /

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Noise Thinks the Anthropocene: An Experiment in Noise Poetics. by Zwintscher, Aaron

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Experimenter.

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Experimenter the Stanley Milgram story /

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