Which distribution is characterized by heavy tails and a sharp peak?

Which distribution is characterized by heavy tails and a sharp peak?

• A. Platykurtic Distribution
• B. Mesokurtic Distribution
• C. Leptokurtic Distribution
• D. Kurtosis-Heavy Curve

Answer: (C)

Kurtosis measures how peaked a distribution is and how heavy its tails are. A leptokurtic distribution has a sharper peak than a normal distribution and heavier tails, meaning data cluster very tightly around the center while also producing more extreme values. This combination matches the description of a sharp peak with heavy tails. Platykurtic distributions have flatter, less pronounced peaks and thinner tails, and mesokurtic distributions resemble the normal curve with moderate tails and peak. The term “Kurtosis-Heavy Curve” isn’t a standard classification. So the description points to a leptokurtic distribution.

Kurtosis measures how peaked a distribution is and how heavy its tails are. A leptokurtic distribution has a sharper peak than a normal distribution and heavier tails, meaning data cluster very tightly around the center while also producing more extreme values. This combination matches the description of a sharp peak with heavy tails. Platykurtic distributions have flatter, less pronounced peaks and thinner tails, and mesokurtic distributions resemble the normal curve with moderate tails and peak. The term “Kurtosis-Heavy Curve” isn’t a standard classification. So the description points to a leptokurtic distribution.