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Zorluk: OrtaLaw of Large Numbers

An actuary at a property insurance company is analyzing a proposal to insure a massive new development of 20,000 identically built track homes. The company intends to utilize the Law of Large Numbers to establish accurate premium rates for this portfolio. Based on the principles of the Law of Large Numbers, which of the following statements are correct regarding this scenario? (Select all that apply)

  1. As the number of these insured homes increases, the company's actual aggregate loss experience will more closely approach its statistically expected losses.Cevap
  2. B
    By pooling 20,000 homes together, the developer is utilizing the risk handling method of risk avoidance, as the large group eliminates the chance of financial loss.
  3. The homes must constitute homogeneous exposure units, meaning they share similar characteristics and face similar pure risks, for the statistical predictions to be reliable.Cevap
  4. D
    The insurer can also effectively apply this principle to speculative risks, such as guaranteeing the future market resale value of the homes against economic downturns.

Cevap

The correct statements are that actual aggregate losses will more closely approach expected losses as the pool grows, and that the homes must represent homogeneous exposure units facing pure risks.
The correct statements accurately define the primary outcome of the Law of Large Numbers (aggregate loss predictability) and its essential requirement (homogeneous exposure units).

Adım Adım Çözüm

1
Analyze the scenario and identify the core mechanism of the Law of Large Numbers.
The principle states that a larger number of similar exposure units increases the accuracy of predicting aggregate losses.
This confirms that increasing the pool of insured homes helps the actual loss experience match the expected losses.
2
Identify the conditions required for the Law of Large Numbers to function.
The units must be homogeneous (similar) and face pure risks (chance of loss only).
This confirms the necessity for the track homes to share similar characteristics for reliable rate-setting.
3
Evaluate the incorrect applications of risk concepts in the remaining statements.
Guaranteeing market value is a speculative risk (uninsurable), and buying insurance is risk transfer, not risk avoidance.
This eliminates the statements confusing pure vs. speculative risks and the misapplication of risk handling methods.

Anahtar Kavram

The Law of Large Numbers relies on a large pool of homogeneous exposure units facing pure risk to accurately predict aggregate losses for ratemaking.
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