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Statistical Methods I

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See how much time students are spending on different areas of the course, which areas are creating the most amount of engagement and identify topics the students are struggling with. Flag and provide feedback on assignments to proactively meet individual students' needs.

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1 - Sampling Methods

Concepts Covered:

• What is Statistics?
• Sampling Methods

2 - Frequency Distribution

Concepts Covered:

• Frequency Distribution

3 - Measure of Center

Concepts Covered:

• Mean, Median, and Mode
• Box-plots

4 - Central Tendency

Concepts Covered:

• Histogram
• Skew
• Standard Deviation

5 - Intro to Probability

Concepts Covered:

• Optional Skill Review: Decimals, Percents, and Fractions
• Probability

6 - Applications of Probability

Concepts Covered:

• Contingency Tables
• Independent and Dependent Events

7 - Medical Testing

Concepts Covered:

• Medical Testing

8 - Expected Value

Concepts Covered:

• Expected Value

9 - Binomial Distribution

Concepts Covered:

• Binomial Distribution

10 - Geometric Distribution

Concepts Covered:

• Geometric Distribution

11 - Uniform Distribution

Concepts Covered:

• Uniform Distribution

12 - Z-Score and Normal Distribution

Concepts Covered:

• Z-Score and Normal Distribution

13 - Standard Normal Distribution

Concepts Covered:

• Standard Normal Distribution

14 - Applications of Normal Distribution

Concepts Covered:

• Applications of Normal Distribution

15 - Central Limit Theorem

Concepts Covered:

• Central Limit Theorem

16 - Intro to Confidence Intervals

Concepts Covered:

• Intro to Confidence Intervals

17 - Confidence Intervals for a Proportion

Concepts Covered:

• Confidence Intervals for a Proportion

18 - Confidence Intervals for a Mean

Concepts Covered:

• Confidence Intervals for a Mean

19 - Intro to Hypothesis Testing

Concepts Covered:

• Intro to Hypothesis Testing

20 - Hypothesis Testing for Proportions

Concepts Covered:

• Hypothesis Testing for Proportions

21 - Hypothesis Testing for Means

Concepts Covered:

• Hypothesis Testing for Means

22 - 2 Sample Hypothesis Test for Proportions

Concepts Covered:

• 2 Sample Hypothesis Test for Proportions

23 - 2 Sample Hypothesis Test for Paired Mean?

Concepts Covered:

• 2 Sample Hypothesis Test for Paired Mean?

24 - 2 Sample Hypothesis Test for Independent Mean

Concepts Covered:

• 2 Sample Hypothesis Test for Independent Mean

25 - Linear Regression

Concepts Covered:

• Linear Regression

26 - Linear Correlation

Concepts Covered:

• Linear Correlation

27 - Inference for Regression and Correlation

Concepts Covered:

• Inference for Regression and Correlation