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Introduction to Statistics | |
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Review and Preview | |
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Statistical Thinking and Critical Thinking | |
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Types of Data | |
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Collecting Sample Data | |
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Introduction to Excel | |
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Summarizing and Graphing | |
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Review and Preview | |
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Frequency Distributions | |
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Histograms | |
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Graphs that Enlighten and Graphs that Deceive | |
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Statistics for Describing, Exploring, and Comparing | |
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Review and Preview | |
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Measures of Center | |
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Measures of Variation | |
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Measures of Relative Standing & Boxplots | |
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Probability | |
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Review and Preview | |
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Basic Concepts of Probability | |
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Addition Rule | |
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Multiplication Rule: Basics | |
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Multiplication Rule: Complements and Conditional Probability | |
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Counting | |
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Probabilities Through Simulations (on CD) | |
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Bayes' Theorem (on CD) | |
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Discrete Probability Distributions | |
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Review and Preview | |
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Probability Distributions | |
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Binomial Probability Distributions | |
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Parameters for Binomial Distributions | |
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Poisson Probability Distributions | |
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Normal Probability Distributions | |
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Review and Preview | |
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The Standard Normal Distribution | |
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Applications of Normal Distributions | |
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Sampling Distributions and Estimators | |
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Central Limit Theorem | |
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Assessing Normality | |
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Normal as Approximation to Binomial | |
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Estimates and Sample Sizes | |
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Review and Preview | |
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Estimating a Population Proportion | |
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Estimating Population Mean | |
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Estimating Population Standard Deviation or Variance | |
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Hypothesis Testing | |
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Review and Preview | |
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Basics of Hypothesis Testing | |
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Testing a Claim About a Proportion | |
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Testing a Claim About a Mean | |
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Testing a Claim About a Standard Deviation or Variance | |
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Inferences from Two Samples | |
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Review and Preview | |
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Two Proportions | |
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Two Means: Independent Samples | |
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Two Dependent Samples (Matched Pairs) | |
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Two Variances or Standard Deviations | |
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Correlation and Regression | |
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Review and Preview | |
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Correlation | |
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Regression | |
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Prediction Intervals and Variation | |
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Multiple Regression | |
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Nonlinear Regression | |
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Goodness-of-Fit and Contingency Tables | |
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Review and Preview | |
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Goodness-of-Fit | |
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Contingency Tables | |
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Analysis of Variance | |
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Review and Preview | |
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One-Way ANOVA | |
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Two-Way ANOVA | |
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Nonparametric Tests | |
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Review and Preview | |
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Sign Test | |
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Wilcoxon Signed Ranks Test for Matched Pairs | |
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Wilcoxon Rank-Sum Test for Two Independent Samples | |
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Kruskal-Wallis Test | |
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Rank Correlation | |
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Runs Test for Randomness | |
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Statistical Process Control | |
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Review and Preview | |
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Control Charts for Variation and Mean | |
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Control Charts for Attributes | |
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Ethics, Projects, Procedures and Perspectives | |
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Ethics in Statistics | |
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Projects | |
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Procedures | |
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Perspectives | |