摘要統計入門:樣本平均與中位數

Statistical Thinking in Python (Part 1)

Justin Bois

Teaching Professor at the California Institute of Technology

2008 年美國搖擺州選舉結果

ch2-1_v2.003.png

1 資料來源:Data.gov(https://www.data.gov/)
Statistical Thinking in Python (Part 1)

2008 年美國搖擺州選舉結果

ch2-1_v2.004.png

1 資料來源:Data.gov(https://www.data.gov/)
Statistical Thinking in Python (Part 1)

平均得票百分比

import numpy as np
np.mean(dem_share_PA)
45.476417910447765

$$mean = \bar{x} = \frac{1}{n}\sum_{i=1}^{n}x_i$$

Statistical Thinking in Python (Part 1)

離群值

  • 值遠高於或低於多數資料點的資料點
Statistical Thinking in Python (Part 1)

2008 年猶他州選舉結果

ch2-1_v2.014.png

1 資料來源:Data.gov(https://www.data.gov/)
Statistical Thinking in Python (Part 1)

2008 年猶他州選舉結果

ch2-1_v2.015.png

1 資料來源:Data.gov(https://www.data.gov/)
Statistical Thinking in Python (Part 1)

中位數

  • 資料集的中間值
Statistical Thinking in Python (Part 1)

2008 年猶他州選舉結果

ch2-1_v2.018.png

1 資料來源:Data.gov(https://www.data.gov/)
Statistical Thinking in Python (Part 1)

計算中位數

np.median(dem_share_UT)
22.469999999999999
Statistical Thinking in Python (Part 1)

一起來練習吧!

Statistical Thinking in Python (Part 1)

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