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Hypothesis Testing Methods

Course Reviews

Track :

Mathematics

Lessons no : 33

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What will you learn in this course?
  • Master different hypothesis testing techniques including t-tests, chi-square tests, and ANOVA for accurate statistical analysis
  • Apply hypothesis testing methods to real-world research scenarios in social sciences, healthcare, and business analytics
  • Interpret p-values, confidence intervals, and significance levels to make informed data-driven decisions
  • Design and formulate null and alternative hypotheses for diverse research questions and datasets
  • Evaluate assumptions and conditions for valid hypothesis testing across various statistical tests
  • Utilize statistical software tools to perform hypothesis testing efficiently and accurately
  • Compare and select appropriate hypothesis testing methods based on data type and research objectives
  • Communicate hypothesis testing results clearly to stakeholders using visualizations and concise reports
  • Identify common errors and pitfalls in hypothesis testing to ensure valid research conclusions
  • Integrate hypothesis testing techniques into broader data analysis workflows for comprehensive research insights

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Lessons | 33
Statistics Ch 9 Hypothesis Testing 1 of 34 What is a Hypothesis
00:03:59

Statistics Ch 9 Hypothesis Testing 1 of 34 What is a Hypothesis
Statistics Ch 9 Hypothesis Testing 2 of 35 How is Hypothesis Testing Used in Statistics
00:02:32

Statistics Ch 9 Hypothesis Testing 2 of 35 How is Hypothesis Testing Used in Statistics
Statistics Ch 9 Hypothesis Testing 3 of 35 What is the Null Hypothesis
00:03:46

Statistics Ch 9 Hypothesis Testing 3 of 35 What is the Null Hypothesis
Statistics Ch 9 Hypothesis Testing 4 of 35 What is the Alternative Hypothesis
00:03:06

Statistics Ch 9 Hypothesis Testing 4 of 35 What is the Alternative Hypothesis
Statistics Ch 9 Hypothesis Testing 6 of 35 What is the Level of Significance
00:06:26

Statistics Ch 9 Hypothesis Testing 6 of 35 What is the Level of Significance
Statistics Ch 9 Hypothesis Testing 7 of 35 What is the Test Statistics
00:04:15

Statistics Ch 9 Hypothesis Testing 7 of 35 What is the Test Statistics
Statistics Ch 9 Hypothesis Testing 8 of 35 What is the Critical Region
00:07:03

Statistics Ch 9 Hypothesis Testing 8 of 35 What is the Critical Region
Statistics Ch 9 Hypothesis Testing 9 of 35 What is the Critical Region Intuitive
00:10:27

Statistics Ch 9 Hypothesis Testing 9 of 35 What is the Critical Region Intuitive
Statistics Ch 9 Hypothesis Testing 10 of 35 How Does Level of Significance Affect Testing
00:05:56

Statistics Ch 9 Hypothesis Testing 10 of 35 How Does Level of Significance Affect Testing
Statistics Ch 9 Hypothesis Testing 11 of 35 How Does Level of Significance Affect Testing
00:08:05

Statistics Ch 9 Hypothesis Testing 11 of 35 How Does Level of Significance Affect Testing
Statistics Ch 9 Hypothesis Testing 12 of 35 How to Interpret Words Used in Hypothesis Testing
00:05:52

Statistics Ch 9 Hypothesis Testing 12 of 35 How to Interpret Words Used in Hypothesis Testing
Statistics Ch 9 Hypothesis Testing 13 of 35 What is the Level of Confidence
00:03:19

Statistics Ch 9 Hypothesis Testing 13 of 35 What is the Level of Confidence
Statistics Ch 9 Hypothesis Testing 14 of 35 Another Look at the Level of Confidence
00:02:18

Statistics Ch 9 Hypothesis Testing 14 of 35 Another Look at the Level of Confidence
Statistics Ch 9 Hypothesis Testing 15 of 35 Null Hypothesis Example Air Quality
00:04:05

Statistics Ch 9 Hypothesis Testing 15 of 35 Null Hypothesis Example Air Quality
Statistics Ch 9 Hypothesis Testing 16 of 35 Null Hypothesis Example Air Quality
00:05:18

Statistics Ch 9 Hypothesis Testing 16 of 35 Null Hypothesis Example Air Quality
Statistics Ch 9 Hypothesis Testing 17 of 35 Comparing Sample Mean to Test Statistics Part 1
00:05:34

Statistics Ch 9 Hypothesis Testing 17 of 35 Comparing Sample Mean to Test Statistics Part 1
Statistics Ch 9 Hypothesis Testing 18 of 35 Comparing Sample Mean to Test Statistics Part 2
00:05:15

Statistics Ch 9 Hypothesis Testing 18 of 35 Comparing Sample Mean to Test Statistics Part 2
Statistics Ch 9 Hypothesis Testing 19 of 35 Comparing Sample Mean to Test Statistics Part 3
00:05:25

Statistics Ch 9 Hypothesis Testing 19 of 35 Comparing Sample Mean to Test Statistics Part 3
Statistics Ch 9 Hypothesis Testing 20 of 35 The Probability Value Method P Value
00:07:33

Statistics Ch 9 Hypothesis Testing 20 of 35 The Probability Value Method P Value
Statistics Ch 9 Hypothesis Testing 21 of 35 Two Tailed Test Example
00:04:57

Statistics Ch 9 Hypothesis Testing 21 of 35 Two Tailed Test Example
Statistics Ch 9 Hypothesis Testing 22 of 35 Two Tailed Test with Conclustion
00:05:12

Statistics Ch 9 Hypothesis Testing 22 of 35 Two Tailed Test with Conclustion
Statistics Ch 9 Hypothesis Testing 23 of 35 Picking Numbers at Random
00:04:55

Statistics Ch 9 Hypothesis Testing 23 of 35 Picking Numbers at Random
Statistics Ch 9 Hypothesis Testing 24 of 35 Population Inference from a Random Sample
00:03:54

Statistics Ch 9 Hypothesis Testing 24 of 35 Population Inference from a Random Sample
Statistics Ch 9 Hypothesis Testing 25 of 35 Population Inference from a Random Sample Ex
00:11:06

Statistics Ch 9 Hypothesis Testing 25 of 35 Population Inference from a Random Sample Ex
Statistics Ch 9 Hypothesis Testing 26 of 35 Maximum Error of Estimate E
00:05:04

Statistics Ch 9 Hypothesis Testing 26 of 35 Maximum Error of Estimate E
Statistics Ch 9 Hypothesis Testing 27 of 35 Upper and Lower Confidence Limits UCL LCL
00:08:47

Statistics Ch 9 Hypothesis Testing 27 of 35 Upper and Lower Confidence Limits UCL LCL
Statistics Ch 9 Hypothesis Testing 28 of 35 Confidence Limits at a Higher Level of Confidence
00:05:49

Statistics Ch 9 Hypothesis Testing 28 of 35 Confidence Limits at a Higher Level of Confidence
Statistics Ch 9 Hypothesis Testing 29 of 35 Confidence Limits at a Smaller Sample Size
00:04:37

Statistics Ch 9 Hypothesis Testing 29 of 35 Confidence Limits at a Smaller Sample Size
Statistics Ch 9 Hypothesis Testing 30 of 35 Example Problem 1
00:07:47

Statistics Ch 9 Hypothesis Testing 30 of 35 Example Problem 1
Statistics Ch 9 Hypothesis Testing 31 of 35 Example Problem 2
00:06:12

Statistics Ch 9 Hypothesis Testing 31 of 35 Example Problem 2
Statistics Ch 9 Hypothesis Testing 32 of 35 Example Problem 3
00:06:18

Statistics Ch 9 Hypothesis Testing 32 of 35 Example Problem 3
Statistics Ch 8 Hypothesis Testing 33 of 35 Example Problem 4
00:08:13

Statistics Ch 8 Hypothesis Testing 33 of 35 Example Problem 4
Statistics Ch 8 Hypothesis Testing 34 of 35 Example Problem 5
00:10:02

Statistics Ch 8 Hypothesis Testing 34 of 35 Example Problem 5


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Hypothesis Testing Methods course, in this course we explore various techniques and approaches for conducting hypothesis testing in statistical analysis and research.