Math Problem Statement
Please answer this
Solution
From the question, let's compute the requested values step-by-step.
Given Data:
Dogs' weights: 14, 21, 36, 45, 55, 64, 78, 102
Cats' weights: 3, 3, 6, 8, 11, 14, 18, 28
Step 1: Compute Mean (Average)
Formula for Mean:
Dogs' Mean:
Cats' Mean:
Step 2: Compute Standard Deviation
Formula for Standard Deviation:
Dogs' Standard Deviation:
- Compute deviations: : Square these deviations and sum them up:
- Divide by , then take the square root:
Cats' Standard Deviation:
- Compute deviations: : Square these deviations and sum them up:
- Divide by , then take the square root:
Step 3: Analyze Median and Spread
Dogs' Median:
- Sort weights: 14, 21, 36, 45, 55, 64, 78, 102
- Middle values: 45, 55
- Median =
Cats' Median:
- Sort weights: 3, 3, 6, 8, 11, 14, 18, 28
- Middle values: 8, 11
- Median =
Final Conjectures:
- Dogs have a higher mean (51.875 vs. 11.375), median (50 vs. 9.5), and standard deviation (13.60 vs. 6.90).
- The spread in dogs’ weights is higher because their weights vary more widely.
Let me know if you want further clarification or deeper delving into any part!
Here are five related questions for you to think about:
- What causes the larger spread in the dogs' weights?
- How might a larger spread influence decision-making in a veterinary context?
- Could outliers affect these calculations significantly?
- How is variance related to standard deviation?
- Why is the median less affected by outliers than the mean?
Tip: Always double-check your computation steps for accuracy, especially for mean and standard deviation!
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Math Problem Analysis
Mathematical Concepts
Statistics
Mean
Median
Standard Deviation
Data Analysis
Formulas
Mean = Sum of all values / Number of values
Standard Deviation = sqrt((Σ(x - mean)^2) / n)
Theorems
Properties of central tendency and variability
Suitable Grade Level
Grades 9-12
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