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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Practical Data Analysis for Designed Experiments / by Yandell, BrianS

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A collection of surveys on market experiments /

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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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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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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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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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When experiments travel : clinical trials and the global search for human subjects / by Petryna, Adriana, 1966-

Table of Contents: “…Experimental fields --…”
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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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Basic Income Experiments A Critical Examination of Their Goals, Contexts, and Methods / by Merrill, Roberto, Neves, Catarina, Laín, Bru

Table of Contents: “…From experiment to policy implementation? -- Part 3. How to answer the new questions about basic income experiments, pilots and policies? …”
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Crash course statistics. Controlled 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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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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Evidence, ethos and experiment : the anthropology and history of medical research in Africa /

Table of Contents: “…/ Marilyn Strathern -- Being 'with MRC': infant care and the social meanings of cohort membership in Gambia's plural therapeutic landscapes / Melissa Leach and James Fairhead -- Contextualising ethics in AIDS research: or, the morality of knowledge production in ethnographic fieldwork on 'the unspeakable' / Hansjörg Dilger -- Testing a new drug for leprosy: clofazimine and its precursors in Ireland and Nigeria, 1944-1966 / John Manton -- Elucidating ethics in practice: focus on accountability / George Ulrich -- When physicians meet: local medical knowledge and global public goods / Steven Feierman -- The plausibility design, quasi-experiments, and real world research: a case study from the interdisciplinary monitoring project for antimalarial combination treatment in Tanzania / S. …”
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Irritating experiments : Haller's concept and the European controversy on irritability and sensibility, 1750-90 / by Steinke, Hubert

Table of Contents: “…Preliminary Material -- List of Figures -- Abbreviations -- Acknowledgements -- Introduction -- Theories of Animal Motion before 1750 -- Experimentation in the Göttingen Laboratory -- Haller's Changing Views on Irritability and Sensibility -- The Uses of Experiment -- Irritability, Sensibility, and Medical Philosophy -- The Debate and the Medical and Public Sphere -- Conclusion -- Bibliography -- The Spread of Experiment -- Index.…”
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