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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 | |