4. Statistical Inference and Hypothesis Testing

Sections

Navigate through the learning materials and practice exercises.

1. 4

   Statistical Inference And Hypothesis Testing

   Learn Practice

   This section covers the concepts of statistical inference and hypothesis...

2. 4.1

   What Is Statistical Inference?

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   Statistical inference allows for the estimation of population parameters and...

3. 4.2

   Key Concepts In Hypothesis Testing

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   This section outlines the fundamental concepts of hypothesis testing,...

4. 4.3

   Steps In Hypothesis Testing

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   This section outlines the sequential steps necessary for effectively...

5. 4.4

   Types Of Statistical Tests

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   This section discusses the various statistical tests used to analyze data,...

6. 4.5

   Confidence Intervals

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   Confidence intervals provide a range of values likely to contain the true...

7. 4.6

   Practical Applications In Data Science

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   This section covers various practical applications of data science,...

8. 4.7

   Best Practices

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   This section outlines essential best practices for conducting statistical...

9. 4.8

   Summary

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   This section summarizes the foundations of statistical inference and...