Optimal Mixture Experiments by Sinha, Bikas Kumar

Subjects: “…Experimental design.…”
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Design and Analysis of Experiments . Volume 3, Special Designs and Applications

Table of Contents: “…2.4 INTRODUCTION TO GENE EXPRESSION MICROARRAY EXPERIMENTAL DESIGN; 2.5 TWO-TREATMENT EXPERIMENTS USING TWO-COLOR MICROARRAYS; 2.6 TWO-COLOR MICROARRAY EXPERIMENTS INVOLVING MORE THAN TWO TREATMENTS; 2.7 MULTIFACTOR TWO-COLOR MICROARRAY EXPERIMENTS; 2.7.1 Introduction; 2.7.2 Admissible Designs; 2.7.3 w-Optimal Designs; 2.7.4 e-Efficiency; 2.8 PHASE 2 DESIGNS FOR COMPLEX PHASE 1 DESIGNS; REFERENCES; CHAPTER 3: Spatial Analysis of Agricultural Field Experiments; 3.1 INTRODUCTION; 3.2 METHODS TO ACCOUNT FOR SPATIAL VARIATION; 3.2.1 Design of Experiments; 3.2.2 Spatial Analysis Methods.…”
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Experiential family therapy with Carl Whitaker.

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Statistical design and analysis of experiments : with applications to engineering and science / by Mason, Robert L. (Robert Lee), 1946-

Table of Contents: “…Statistics in Engineering and Science -- Fundamentals of Statistical Inference -- Inferences on Means and Standard Deviations -- Statistical Principles in Experimental Design -- Factorial Experiments in Completely Randomized Designs -- Analysis of Completely Randomized Designs -- Fractional Factorial Experiments -- Analysis of Fractional Factorial Experiments -- Experiments in Randomized Block Designs -- Analysis of Designs with Random Factor Levels -- Nested Designs -- Special Designs for Process Improvement -- Analysis of Nested Designs and Designs for Process Improvement -- Linear Regression with One Predictor Variable -- Linear Regression with Several Predictor Variables -- Linear Regression with Factors and Covariates as Predictors -- Designs and Analyses for Fitting Response Surfaces -- Model Assessment -- Variable Selection Techniques.…”
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Design and Analysis of Ecological Experiments. by Scheiner, Samuel M.

Table of Contents: “…Contents; Contributors; 1 Theories, Hypotheses, and Statistics; 2 Power Analysis and Experimental Design; 3 Exploratory Data Analysis and Graphic Display; 4 ANOVA: Experimental Layout and Analysis; 5 ANOVA and ANCOVA: Field Competition Experiments; 6 MANOVA: Multiple Response Variables and Multispecies Interactions; 7 ANCOVA: Nonparametric and Randomization Approaches; 8 Repeated-measures Analysis: Growth and Other Time-dependent Measures; 9 Time Series Intervention Analysis: Unreplicated Large-scale Experiments; 10 Nonlinear Curve Fitting: Predation and Functional Response Curves.…”
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Design and analysis of ecological experiments

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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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Experiments with mixtures : designs, models, and the analysis of mixture data / by Cornell, John A., 1941-

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Experiments with mixtures : designs, models, and the analysis of mixture data / by Cornell, John A., 1941-

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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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Buckling experiments : experimental methods in buckling of thin-walled structures / by Singer, J.

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Computation for the analysis of designed experiments / by Heiberger, Richard M., 1945-

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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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Experimental film and anthropology /

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The uses of humans in experiment : perspectives from the 17th to the 20th century /

Table of Contents: “…The hermaphrodite of Charing Cross / Anita Guerrini -- Galvanic humans / Rob Iliffe -- The subject as instrument : galvanic experiments, organic apparatus and problems of calibration / Joan Steigerwald -- Shocking subjects : human experiments and the material culture of medical electricity in eighteenth-century England / Paola Bertucci -- Pneumatic chemistry, self-experimentation and the burden of revolution, 1780-1805 / Larry Stewart -- Food fights : human experiments in late nineteenth-century nutrition physiology / Elizabeth Neswald -- Experimenting with radium therapy : in the laboratory & the clinic / Katherine Zwicker -- Anthropometry, race, and eugenic research : "Measurements of growing Negro children" at the Tuskegee Institute, 1932-1944 / Paul A. …”
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Design of experiments for engineers and scientists / by Antony, Jiju

Table of Contents: “…Cover; Contents; Preface; Acknowledgements; Introduction to industrial experimentation; Fundamentals of Design of Experiments; Understanding key interactions in processes; A systematic methodology for Design of Experiments; Screening designs; Full factorial designs; Fractional factorial designs; Some useful and practical tips for making your industrial experiments successful; Case studies; Index.…”
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Design of experiments for engineers and scientists / by Antony, Jiju

Table of Contents: “…Introduction to industrial experimentation -- 2. Fundamentals of design of experiments -- 3. …”
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Learning from others in groups : experiential learning approaches / by Cooper, Cary L.

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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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