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| Simple Linear Regression | |
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| Linear Regression with One Predictor Variable | |
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| Inferences in Regression and Correlation Analysis | |
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| Diagnostics and Remedial Measures | |
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| Simultaneous Inferences and Other Topics in Regression Analysis | |
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| Matrix Approach to Simple Linear Regression Analysis | |
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| Multiple Linear Regression | |
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| Multiple Regression I | |
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| Multiple Regression II | |
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| Regression Models for Quantitative and Qualitative Predictors | |
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| Building the Regression Model I: Model Selection and Validation | |
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| Building the Regression Model II: Diagnostics | |
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| Building the Regression Model III: Remedial Measures | |
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| Autocorrelation in Time Series Data | |
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| NonLinear Regression | |
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| Introduction to Nonlinear Regression and Neural Networks | |
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| Logistic Regression, Poisson Regression, and Generalized Linear Models | |
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| Design and Analysis of Single-Factor Studies | |
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| Introduction to the Design of Experimental and Observational Studies | |
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| Single-Factor Studies | |
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| Analysis of Factor Level Means | |
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| ANOVA Diagnostics and Remedial Measures | |
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| Multi-Factor Studies | |
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| Two-Factor Studies with Equal Sample Sizes | |
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| Two-Factor Studies-One Case per Treatment | |
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| Randomized Complete Block Designs | |
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| Analysis of Covariance | |
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| Two-Factor Studies with Unequal Sample Sizes | |
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| Multifactor Studies | |
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| Random and Mixed Effects Models | |
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| Specialized Study Designs | |
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| Nested Designs, Subsampling, and Partially Nested Designs | |
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| Repeated Measures and Related Designs | |
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| Balanced Incomplete Block, Latin Square, and Related Designs | |
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| Exploratory Experiments: Two-Level Factorial and Fractional Factorial Designs | |
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| Response Surface Methodology | |
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| Some Basic Results in Probability and Statistics | |
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| Tables | |
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| Data Sets | |
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| Rules for Developing ANOVA Models and Tables for Balanced Designs | |
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| Selected Bibliography | |