SciPy - Statistical Functions (scipy.stats) Basics
Which function from scipy.stats is used to compute quantiles of a dataset?
Which function from scipy.stats is used to compute quantiles of a dataset?
easy📝 Conceptual Q2 of 15
Step-by-Step Solution
Solution:
Step 1: Review scipy.stats functions for quantiles
stats.quantiles is the function designed to compute quantiles of data.Step 2: Differentiate from other functions
stats.scoreatpercentile returns percentile values, percentileofscore returns percentile rank, quantile is a numpy function.Final Answer:
stats.quantiles -> Option CQuick Check:
Quantiles function in scipy.stats = stats.quantiles [OK]
Quick Trick: Use stats.quantiles for quantile calculation [OK]
Common Mistakes:
MISTAKES- Confusing percentile and quantile functions
- Using numpy.quantile instead of scipy.stats.quantiles
- Mixing percentile rank with percentile value
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