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MediumDescriptive StatisticsStatistics0:55AP Statistics, unit 1

Mean and Standard Deviation

Find the mean and standard deviation of 2, 4, 4, 4, 5, 5, 7, 9 step by step: mean 5, population SD 2, sample SD √(32/7) ≈ 2.14.

Narrated by a synthetic voice (Piper TTS, en_US-ljspeech-high voice (LJ Speech dataset, public domain)). Download MP4 (0.6 MB) · Captions (WebVTT)

On-screen maths

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  1. 1. The data0:00
    2, 4, 4, 4, 5, 5, 7, 92,\ 4,\ 4,\ 4,\ 5,\ 5,\ 7,\ 9

    n=8n = 8 values

  2. 2. Mean0:11
    1. xˉ=2+4+4+4+5+5+7+98\bar{x} = \frac{2 + 4 + 4 + 4 + 5 + 5 + 7 + 9}{8}
    2. xˉ=408=5\bar{x} = \frac{40}{8} = 5
  3. 3. Squared deviations0:19
    1. (x−xˉ)2: 9, 1, 1, 1, 0, 0, 4, 16(x - \bar{x})^2:\ 9,\ 1,\ 1,\ 1,\ 0,\ 0,\ 4,\ 16
    2. ∑(x−xˉ)2=32\sum (x - \bar{x})^2 = 32
  4. 4. Standard deviation0:31
    1. σ=328=4=2\sigma = \sqrt{\frac{32}{8}} = \sqrt{4} = 2
      population
    2. s=327≈2.14s = \sqrt{\frac{32}{7}} \approx 2.14
      sample
  5. 5. Recap0:46
    • Mean: add, then divide by nn.
    • Square the deviations, add them up.
    • Divide by nn (population) or n−1n - 1 (sample), then take the square root.

About descriptive statistics

Mean, median, mode, variance and standard deviation.

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