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Which of the following is the correct syntax to calculate Spearman correlation using scipy.stats?

easy📝 Syntax Q3 of 15
SciPy - Statistical Tests
Which of the following is the correct syntax to calculate Spearman correlation using scipy.stats?
Aspearmanr(x, y)
Bspearman_correlation(x, y)
Cscipy.spearman(x, y)
Dstats.spearman_correlation(x, y)
Step-by-Step Solution
Solution:
  1. Step 1: Recall scipy.stats function name

    The correct function to calculate Spearman correlation in scipy.stats is spearmanr.
  2. Step 2: Check syntax correctness

    Calling spearmanr with two arrays x and y is the correct usage. Other options are invalid function names or incorrect module references.
  3. Final Answer:

    spearmanr(x, y) -> Option A
  4. Quick Check:

    Use spearmanr(x, y) to compute Spearman correlation [OK]
Quick Trick: Use spearmanr() from scipy.stats for Spearman correlation [OK]
Common Mistakes:
MISTAKES
  • Using incorrect function names
  • Calling functions from wrong modules
  • Misspelling spearmanr

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