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Environmental Problems and Statistics | |
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Plotting Data | |
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Smoothing Data | |
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Seeing the Shape of a Distribution | |
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External Reference Distributions | |
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Using Transformations | |
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Estimating Percentiles | |
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Accuracy, Bias, and Precision of Measurements | |
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Precision of Calculated Values | |
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Laboratory Quality Assurance | |
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Fundamentals of Process Control Charts | |
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Specialized Control Charts | |
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Limit of Detection | |
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Analyzing Censored Data | |
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Comparing a Mean with a Standard | |
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Paired t-Test for Assessing the Average of Differences | |
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Independent t-Test for Assessing the Difference of Two Averages | |
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Assessing the Difference of Proportions | |
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Multiple Paired Comparisons of k Averages | |
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Tolerance Intervals and Prediction Intervals | |
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Experimental Design | |
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Sizing the Experiment | |
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Analysis of Variance to Compare k Averages | |
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Components of Variance | |
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Multiple Factor Analysis of Variance | |
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Factorial Experimental Designs | |
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Fractional Factorial Experimental Designs | |
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Screening of Important Variables | |
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Analyzing Factorial Experiments by Regression | |
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Correlation | |
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Serial Correlation | |
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The Method of Least Squares | |
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Precision of Parameter Estimates in Linear Models | |
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Precision of Parameter Estimates in Nonlinear Models | |
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Calibration | |
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Weighted Least Squares | |
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Empirical Model Building by Linear Regression | |
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The Coefficient of Determination, R[superscript 2] | |
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Regression Analysis with Categorical Variables | |
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The Effect of Autocorrelation on Regression | |
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The Iterative Approach to Experimentation | |
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Seeking Optimum Conditions by Response Surface Methodology | |
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Designing Experiments for Nonlinear Parameter Estimation | |
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Why Linearization Can Bias Parameter Estimates | |
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Fitting Models to Multiresponse Data | |
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A Problem in Model Discrimination | |
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Data Adjustment for Process Rationalization | |
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How Measurement Errors Are Transmitted into Calculated Values | |
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Using Simulation to Study Statistical Problems | |
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Introduction to Time Series Modeling | |
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Transfer Function Models | |
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Forecasting Time Series | |
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Intervention Analysis | |
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Statistical Tables | |
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Index | |