问题


There is a single choice question about high school statistics. Answer the question by replying A, B, C or D.
Question: Which of the following is a false statement about simple random samples?
A. A sample must be reasonably large to be properly considered a simple random sample.
B. Inspection of a sample will give no indication of whether or not it is a simple random sample.
C. Attributes of a simple random sample may be very different from attributes of the population.
D. Every element of the population has an equal chance of being picked.
Answer:

答案

模型 模型答案 正确答案
金声玉亮2.0

A. A sample must be reasonably large to be properly considered a simple random sample.

Explanation:
A simple random sample is a subset of individuals chosen from a larger population, where every individual in the population has an equal chance of being selected. The size of the sample does not determine whether it is a simple random sample or not. Therefore, option A is a false statement about simple random samples.
A
deepseekr1

Answer: A
**Explanation:**
A simple random sample (SRS) is defined by its selection method, not its size. The requirement is that every individual and combination of individuals has an equal chance of being chosen. Even a small sample can be an SRS if the selection process adheres to this principle. Thus, **A** is false because sample size does not determine whether a sample is "simple random."

- **B** is true because the randomness of selection cannot be verified by inspecting the sample alone.
- **C** is true due to sampling variability; randomness does not guarantee perfect representation.
- **D** is true as it directly states the core definition of an SRS.
A
gpto1 Answer: A A
GPT-4o A. A sample must be reasonably large to be properly considered a simple random sample. A
llama3.1-70B-Instruct

C
A
llama3.1-405B-Instruct

A. A sample must be reasonably large to be properly considered a simple random sample.

This statement is false. A simple random sample can be of any size, as long as every element of the population has an equal chance of being selected. The size of the sample does not determine whether it is a simple random sample or not.
A
DeepSeek-Coder-V2 A A
Qwen2-72B-Instruct A. A sample must be reasonably large to be properly considered a simple random sample. A
baichuan4 A A
doubao A

Although a simple random sample doesn't necessarily require a specific minimum size to be considered a simple random sample, other factors are more important in defining a simple random sample. Options B, C, and D are all correct statements about simple random samples.
A
minimax A. A sample must be reasonably large to be properly considered a simple random sample. A
kimi A A
wenxinyiyan A

Explanation:
A. This statement is false. A simple random sample does not necessarily need to be large. The key characteristic of a simple random sample is that every element of the population has an equal chance of being selected, regardless of the sample size.

B. This statement is true. A simple random sample is random by definition, so inspection of the sample itself would not reveal whether it was randomly selected or not.

C. This statement is true. Due to randomness and sampling error, attributes of a simple random sample may indeed be very different from those of the population.

D. This statement is true. In a simple random sample, every element of the population does have an equal chance of being picked.
A
zhipu A

Explanation:
A. This is a false statement. The size of the sample is not a defining characteristic of a simple random sample. A simple random sample is defined by the method of selection, where each member of the population has an equal chance of being selected, regardless of the sample size.

B. This is a true statement. Simply inspecting a sample does not provide information about whether it was randomly selected; the process of selection determines if it is a simple random sample.

C. This is a true statement. Due to the randomness in selection, the attributes of a simple random sample can indeed be very different from the attributes of the population, especially if the sample size is small.

D. This is a true statement and is a defining characteristic of a simple random sample: every element of the population has an equal chance of being picked.
A
gpto1 Answer: A A
deepseekv3 The correct answer is **A**.

Explanation:
- **A** is false because a simple random sample does not need to be large to be considered a simple random sample. The key characteristic of a simple random sample is that every element in the population has an equal chance of being selected, regardless of the sample size.
- **B** is true because simply inspecting a sample does not reveal whether it was selected randomly.
- **C** is true because even in a simple random sample, the sample's attributes may differ from the population's attributes due to sampling variability.
- **D** is true because in a simple random sample, every element in the population has an equal probability of being selected.

Thus, the false statement is **A**.
A