[Solved] You want to model a uniform distribution for daily temperatures ranging from 15°C... Which code correctly creates this distribution and calculates the probability of temperature being exactly 20°C? | SciPy

SciPy - Statistical Functions (scipy.stats) Basics

You want to model a uniform distribution for daily temperatures ranging from 15°C to 25°C. Which code correctly creates this distribution and calculates the probability of temperature being exactly 20°C?

Arv = uniform(loc=15, scale=10) prob = rv.pdf(20)

Brv = uniform(loc=15, scale=25) prob = rv.pdf(20)

Crv = uniform(loc=0, scale=10) prob = rv.pdf(20)

Drv = uniform(loc=15, scale=10) prob = rv.cdf(20)

Step-by-Step Solution

Solution:

Step 1: Set loc and scale for 15 to 25 range
loc=15, scale=25-15=10.
Step 2: Calculate probability density at 20°C
Use PDF method to get probability density at 20.
Final Answer:
rv = uniform(loc=15, scale=10) prob = rv.pdf(20) -> Option A
Quick Check:
PDF at 20 in range 15-25 [OK]

Quick Trick: Use PDF for exact value probability in uniform [OK]

Common Mistakes:

MISTAKES

Using CDF instead of PDF for exact value
Setting wrong scale value
Starting loc at 0 incorrectly

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Which code correctly creates this distribution and calculates the probability of temperature being exactly 20°C?

Step 1: Set loc and scale for 15 to 25 range

Step 2: Calculate probability density at 20°C

Final Answer:

Quick Check:

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