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How to Perform the Two-Sample t-Test (Pooled Variance) in R with Example

by Suf | Nov 13, 2024 | Programming, R, Statistics

Understanding the Two-Sample t-Test (Pooled Variance) Table of Contents Introduction to the Two-Sample t-Test Formulae for the Two-Sample t-Test When to Use a Two-Sample t-Test Performing a Two-Sample t-Test in R Practical Example Interpreting Results Assumptions and...

How to Perform One-Proportion Z-Test in R with Practical Examples

by Suf | Nov 11, 2024 | Programming, R, Statistics

How to Calculate a One-Proportion Z-Test in R Table of Contents Introduction to One-Proportion Z-Tests When to Use a One-Proportion Z-Test Formula for the One-Proportion Z-Test Calculating Left-Tailed, Right-Tailed, and Two-Tailed p-values from the Z-score Calculating...

How to Perform One Sample Z-Test in R with Practical Examples

by Suf | Nov 11, 2024 | Programming, R, Statistics

Table of Contents Introduction to One-Sample Z-Tests When to Use a One-Sample Z-Test Formula for the One-Sample Z-Test Calculating the One-Sample Z-Test in R Calculating the p-value from the Z-score Example Calculation Using an Array of Values Example Calculation...

How to Perform One Sample t-Test in R with Practical Examples

by Suf | Nov 11, 2024 | Programming, R, Statistics

Table of Contents Introduction to One-Sample t-Tests When to Use a One-Sample t-Test Performing a One-Sample t-Test in R Practical Example: Testing the Mean of a Sample Interpreting Results Assumptions of the One-Sample t-Test Conclusion Introduction to One-Sample...

How to Calculate Percentile Cutoff for Normal Distribution in R with Practical Examples

by Suf | Nov 11, 2024 | Programming, R, Statistics

Table of Contents Introduction Understanding Percentiles in a Normal Distribution Calculating Percentile Cutoffs in R Real-Life Use Cases for Percentiles Visualizing the Percentile Cutoff Example Calculations Assumptions and Limitations Conclusion In statistics,...
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