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Hypothesis Testing with One Sample

The goal of this course is to give a brief introduction to Hypothesis Testing with One Sample. It first describes the concept of Developing Null and Alternative Hypotheses, and Type I and Type II Errors. The course describes the concept of hypothesis testing for the Population Mean when the sample size is large and when the sample size is small. It includes the concept of One-Tailed Test and Two-Tailed Test. It provides the Relationship Between Interval Estimation and Hypothesis Testing. It then continues to describe the hypothesis testing for the Population Mean when the population standard deviation is not Known or known. Furthermore, it provides hypothesis testing for Population Proportion, and Decision Making. The course ends with the explanation of Calculating the Probability of Type II Errors and Determining the Sample Size for a Hypothesis Test.

9 topics

160 lectures

Educators

Course Curriculum

Data and Stats
11 videos
Picturing Variations With Graphs
21 videos
Numerical Summaries
22 videos
Linear Regression and Correlation
19 videos
Probability Topics
22 videos
Normal, Binomial, and Geometric Models
20 videos
Sampling Distributions
11 videos
Confidence Intervals
17 videos
Hypothesis Testing with One Sample
17 videos

Hypothesis Testing with One Sample Lectures

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Hypothesis Testing with One Sample

Intro A

Ashley Boni
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Hypothesis Testing with One Sample

Intro B

Ashley Boni
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Hypothesis Testing with One Sample

Proportions

Ashley Boni
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Hypothesis Testing with One Sample

Proportions - Example 1

Ashley Boni
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Hypothesis Testing with One Sample

Proportions - Example 2

Ashley Boni
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Hypothesis Testing with One Sample

Proportions - Example 3

Ashley Boni
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Hypothesis Testing with One Sample

Proportions - Example 4

Ashley Boni
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Hypothesis Testing with One Sample

Means Large Sample

Ashley Boni
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Hypothesis Testing with One Sample

Means Large Sample - Example 1

Ashley Boni
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Hypothesis Testing with One Sample

Means Large Sample - Example 2

Ashley Boni
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Hypothesis Testing with One Sample

Means Large Sample - Example 3

Ashley Boni
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Hypothesis Testing with One Sample

Means Large Sample - Example 4

Ashley Boni
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Hypothesis Testing with One Sample

Means Small Sample

Ashley Boni
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Hypothesis Testing with One Sample

Means Small Sample - Example 1

Ashley Boni
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Hypothesis Testing with One Sample

Means Small Sample - Example 2

Ashley Boni
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Hypothesis Testing with One Sample

Means Small Sample - Example 3

Ashley Boni
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Hypothesis Testing with One Sample

Means Small Sample - Example 4

Ashley Boni

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