Topics

These topics are generally focused on the basics of statistical studies and describing their results.

1.1 What Is Statistics

1.2 Sampling Methods

1.3 Experimental Design

1.4 How Not To Do Statistics

2.1 Qualitative Data

2.2 Quantitative Data

2.3 Other Graphical Representations Of Data

3.1 Measures Of Center

3.2 Measure Of Spread

3.3 Ranking

These topics are generally focused on calculating probabilities with and without normal distributions.

4.1 Empirical Probability

4.2 Theoretical Probability

4.3 Conditional Probabilities

4.4 Counting Techniques

5.1 Basics Of Probability Distributions

5.2 The Binomial Distribution

6.2 Graphs Of The Normal Distribution

6.3 Finding Probabilities For The Normal Distribution

6.4 Assessing Normality

6.5 The Central Limit Theorem For Sample Means

These topics are generally focused on hypothesis testing.

7.1 Basics of Hypothesis Testing

7.2 One Sample Proportion Test

7.3 One Sample Test For The Mean

8.1 Confidence Intervals

8.2 One Sample Interval For The Proportion

8.3 One Sample Interval For The Mean

9.1 Two Proportions

9.2 Paired Samples For Two Means

9.3 Independent Samples For Two Means

These topics are generally focused on correlation between variables.

10.1 Regression

10.2 Correlation

10.3 Hypothesis Test For Correlation

11.1 Chi-Square Test For Independence

11.2 Goodness-Of-Fit Test