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| Describing Data: Graphical | |
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| Decision Making in an Uncertain Environment | |
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| Classification of Variables | |
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| Graphs to Describe Categorical Variables | |
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| Graphs to Describe Time-Series Data | |
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| Graphs to Describe Numerical Variables | |
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| Tables and Graphs to Describe Relationships Between Variables | |
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| Data Presentation Errors | |
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| Describing Data: Numerical | |
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| Measures of Central Tendency | |
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| Measures of Variability | |
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| Weighted Mean and Measures of Grouped Data | |
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| Measures of Relationships Between Variables | |
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| Probability | |
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| Random Experiment, Outcomes, Events | |
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| Probability and Its Postulates | |
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| Probability Rules | |
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| Bivariate Probabilities | |
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| Bayesrsquo; Theorem | |
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| Discrete Random Variables and Probability Distributions | |
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| Random Variables | |
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| Probability Distributions for Discrete Random Variables | |
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| Properties of Discrete Random Variables | |
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| Binomial Distribution | |
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| Hypergeometric Distribution | |
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| The Poisson Probability Distribution | |
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| Jointly Distributed Discrete Random Variables | |
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| Continuous Random Variables and Probability Distributions | |
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| Continuous Random Variables | |
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| Expectations for Continuous Random Variables | |
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| The Normal Distribution | |
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| Normal Distribution Approximation for Binomial Distribution | |
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| The Exponential Distribution | |
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| Jointly Distributed Continuous Random Variables | |
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| Sampling and Sampling Distributions | |
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| Sampling from a Population | |
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| Sampling Distributions of Sample Means | |
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| Sampling Distributions of Sample Proportions | |
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| Sampling Distributions of Sample Variances | |
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| Estimation: Single Population | |
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| Properties of Point Estimators | |
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| Confidence Interval Estimation of the Mean of a Normal Distribution: Population Variance Known | |
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| Confidence Interval Estimation of the Mean of a Normal Distribution: Population Variance Unknown | |
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| Confidence Interval Estimation of Population Proportion | |
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| Confidence Interval Estimation of the Variance of a Normal Distribution | |
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| Confidence Interval Estimation: Finite Populations | |
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| Estimation: Additional Topics | |
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| Confidence Interval Estimation of the Difference Between Two Normal Population Means: Dependent Samples | |
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| Confidence Interval Estimation of the Difference Between Two Normal Population Means: Independent Samples | |
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| Confidence Interval Estimation of the Difference Between Two Population Proportions | |
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| Sample Size Determination: Large Populations | |
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| Sample Size Determination: Finite Populations | |
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| Hypothesis Testing: Single Population | |
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| Concepts of Hypothesis Testing | |
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| Tests of the Mean of a Normal Distribution: Population Variance Known | |
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| Tests of the Mean of a Normal Distribution: Population Variance Unknown | |
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| Tests of the Population Proportion | |
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| Assessing the Power of a Test | |
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| Tests of the Variance of a Normal Distribution | |
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| Hypothesis Testing: Additional Topics | |
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| Tests of the Difference Between Two Population Means: Dependent Samples | |
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| Tests of the Difference Between Two Normal Population Means: Independent Samples | |
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| Tests of the Difference Between Two Population Proportions | |
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| Tests of the Equality of the Variances Between Two Normally Distributed Populations | |
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| Some Comments on Hypothesis Testing | |
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| Simple Regression | |
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| Overview of Linear Models | |
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| Linear Regression Model | |
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| Least Squares Coefficient Estimators | |
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| The Explanatory Power of a Linear Regression Equation | |
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| Statistical Inference: Hypothesis Tests and Confidence Intervals | |
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| Prediction | |
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| Correlation Analysis | |
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| Beta Measure of F | |