Descriptive statistics are essential for summarizing and understanding data in R. Here are common functions and their uses:
1. Mean
- Function:
mean()
- Description: Calculates the average of a numeric vector.
- Example:
data <- c(10, 20, 30, 40, 50) mean(data)
2. Median
- Function:
median()
- Description: Finds the middle value of a sorted vector.
- Example:
median(data)
3. Standard Deviation
- Function:
sd()
- Description: Measures the spread of data around the mean.
- Example:
sd(data)
4. Summary Statistics
- Function:
summary()
- Description: Provides a quick overview of data distribution.
- Example:
summary(data)
For more advanced statistical analysis, visit our Statistical Analysis Guide. 📊