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Statistics

📚 Concepts


📚 Data

  • A collection of information in the form of numbers, facts, or observations. It can be:

    • Raw Data: Unprocessed data.

    • Grouped Data: Organized into intervals for ease of analysis.


📚 Frequency

  • The number of times a particular value or group of values appears in a data set.


📚 Class Interval

  • A group or range of values into which data is divided (e.g., 0–10, 10–20). Each has:

    • Lower Class Limit

    • Upper Class Limit


📚 Class Width

  • The difference between the upper and lower boundary of a class.

  • Class Width = Upper Limit − Lower Limit


📚 Midpoint (Class Mark)

  • The average of the lower and upper limits of a class.

  • Class Mark = (Lower Limit + Upper Limit) / 2


📚 Mean (Average)

  • Represents the central value of data. In statistics, we often use the "assumed mean method" for faster calculations with grouped data.


📚 Median

  • The value that lies in the middle of the data when arranged in ascending order. It divides the data into two equal parts.


📚 Mode

  • The value that appears most frequently in the data. In grouped data, it’s estimated using a formula for the modal class.


📚 Cumulative Frequency

  • The running total of frequencies. It helps in determining the median using the "less than" or "more than" cumulative table.


📚 Histogram & Frequency Table

  • Visual representations of data using bars. Class intervals are on the x-axis, frequencies on the y-axis.


✍️ Formulas


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