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Definition
Hypothesis testing is a statistical method used to make decisions or inferences about a population parameter based on sample data. It involves testing an assumption (called a hypothesis) about a population to determine whether there is enough evidence to support or reject it.
There are two main hypotheses:
Summary
1. Steps in Hypothesis Testing
2. Types of Tests
- One-tailed test: Tests for an effect in one direction.
- Two-tailed test: Tests for any difference, regardless of direction.
3. Errors in Hypothesis Testing
4. Applications
- Used in science, medicine, business, and social sciences to test claims like:
- A new drug is more effective.
- A change in teaching method affects test scores.
- A product defect rate is less than a target value.
5. Important Concepts
- Test statistic (e.g., z-score, t-score)
- p-value interpretation
- Significance level (α)
- Confidence and power of a test
Hypothesis Testing Math Activities
This is a fantastic bundle which includes 10 activities with answer guides about Hypothesis Testing. All our worksheets are completely editable so can be tailored for your curriculum and target audience.
Resource Examples
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Worksheets Activities Included
- One-Sample z-Test
- One-Sample t-Test
- One-Sample z-Test
- Two-Sample t-Test
- Two-Proportion z-Test
- Paired t-Test
- Chi-Square Goodness-of-Fit
- Chi-Square Test of Independence
- Test of Linear Correlation
- Chi-Square Test for a Single Variance