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1 |
Jerome Cardan
Counting
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Tech Tips: Counting
Exercises - Counting
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2 |
Events
Probability Set Functions
Conditional Probabilities and Independent Events
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Exercises - Events
Exercises - Finding Probabilities
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3 |
...continue probability |
Exercises - Finding More Probabilities |
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4 |
Baye's Theorem
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Exercises - Baye's Theorem |
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5 |
Discrete Random Variables
Expected Value of a Discrete Random Variable
Expected Value and Center of Mass
Standard Deviation and Moment of Inertia
Variance & Standard Deviation of a Discrete Random Variable
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Tech Tips: Random Variables Described by Tables
Exercises - Random Variables
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6 |
Binomial Distribution
Expected Value of a Binomial Distribution (Long Way)
Expected Value/Variance of a Binomial Distribution (Short Way)
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Tech Tips: Binomial Distributions
Exercises - Binomial Probabilities
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7 |
Poisson Distribution
Poisson as Limit of a Binomial Distribution
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Tech Tips: Poisson Distributions
Exercises - Poisson Distribution
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8 |
Hypergeometric Distribution
Multinomial Distribution |
Tech Tips: Hypergeometric Distributions
Exercises - Hypergeometric Distribution
Exercises - Multinomial Distribution
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9 |
Review |
Exercises - Discrete Probability Distributions A
Exercises - Discrete Probability Distributions B
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10 |
Variables and Scales of Measurement
Sampling Methods
Experimental Design
Famous Statistical Blunders in History
Publication Bias (What doctors don't know...)
Uses and Abuses of Statistics
This is How Easy It Is to Lie With Statistics
Simpson's Paradox |
Exercises - Measurements, Sampling, Studies, and Experiments
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11 |
Frequency Distributions and Histograms
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Tech Tips: Making Plots in R
Exercises - Frequency Distributions and Histograms
Exercises - Making Plots in R
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12 |
Shape, Center, and Spread of a Distribution
Bessel's Correction
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Tech Tips: Descriptive Statistics
Exercises - Measures of Center and Spread
Exercises - Descriptive Statistics
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13 |
Chebyshev's Theorem |
Exercises - Chebyshev's Theorem
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14 |
The Normal Distribution |
Normal Distribution Table
Tech Tips: Normal Distributions
Tech Tips: R and Testing Normality
Exercises - The Normal Distribution
Exercises (Unlimited) - Normal Probability Problems
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15 |
Distributions of Sample Means and the Central Limit Theorem |
Exercises - The Centeral Limit Theorem |
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16 |
Approximating a Binomial Distribution with a Normal Curve |
Exercises - Normal Approximations to Binomial Distributions
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17 |
Review |
Review Exercises B1
Review Exercises B2
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18 |
Confidence Intervals for Proportions
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Tech Tips: Confidence Intervals for Proportions
Exercises - Confidence Intervals for Proportions
Exercises - More Confidence Intervals for Proportions
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19 |
Milk, Tea, and Statistics: The Birth of Hypothesis Testing Hypothesis Testing Basics & One Sample Tests for a Proportion
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Hypothesis Testing: Basic Principles
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20 |
Summary of the 3 Approaches to Hypothesis Testing |
Tech Tips: One Sample Proportion Tests
Exercises - Hyp. Tests for Proportions (One Sample)
Exercises (Unlimited) - One Sample Proportion Tests
Exercises - More Hyp. Tests for Proportions (One Sample)
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21 |
Hypothesis Tests for Proportions (Two Samples) |
Tech Tips: Two Sample Proportions Test
Exercises - Hyp. Tests for Proportions (Two Samples)
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22 |
The Chi-Square Distribution |
Chi-square Table |
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23 |
Goodness of Fit Tests
Independence and Homogeneity of Proportions Tests
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Tech Tips: Chi Square Distributions
Exercises - Chi-Squared Tests
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24 |
t-Distributions
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Tech Tips: Student's t-Distribution
t-table |
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25 |
Confidence Intervals and Hypothesis Tests for Means
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Tech Tips: One-Sample Means Test
Exercises - Conf. Intervals & Hyp. Tests for Means
Exercises - Confidence Intervals for Means (One Sample)
Exercises - Hypothesis Tests for Means (One Sample)
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26 |
Review |
Exercises - Conf. Intervals & Hyp. Testing (One Sample, Means and Proportions) |
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27 |
Hypothesis Tests for Comparing Means
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Tech Tips: F Distributions
Tech Tips: Comparing Means
F-tables
Exercises - Comparing Means
Exercises - Comparing Means 2
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28 |
...continue comparing means |
Exercises - Comparing Means 3
Exercises - Comparing Variation
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29 |
ANOVA and Scheffe Tests
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Tech Tips: ANOVA and Scheffe Tests
Exercises - One way Analysis of Variance (ANOVA)
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30 |
...continue ANOVA |
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31 |
Parametric vs. Non-parametric Tests
Uniform Distribution of the First N Natural Numbers |
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32 |
Kruskal-Wallis, Wilcoxon Tests
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Tech Tips: Kruskal-Wallis, Wilcoxon Tests
Exercises - Kruskal-Wallis, Wilcoxon Tests
Exercises - Kruskal-Wallis, Wilcoxon Tests 2
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33 |
Correlation and Scatterplots
The Line of Best Fit
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Tech Tips: Correlation
Tech Tips: Regression Lines
Exercises - Correlation
Exercises - Simple Linear Regression and One-way Analysis of Variance
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34 |
Explained Variation and the Coefficient of Determination |
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35 |
Spearman's Rank Sum Correlation Test |
Spearman's Rank Correlation Coefficient Table
Exercises - Spearman's Rank Sum Correlation Test
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36 |
Review |
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