Statistical data may be collected by partial enumeration calleda)Censu...
Explanation:
Statistical data can be collected either through a complete enumeration of the entire population, known as a census inquiry, or through a partial enumeration known as a sample inquiry.
Census Inquiry:
- A census inquiry involves collecting data from every member of the population of interest.
- This method provides a complete and accurate picture of the population.
- However, conducting a census can be time-consuming, costly, and impractical for large populations.
Sample Inquiry:
- A sample inquiry involves collecting data from a subset of the population, known as a sample.
- The sample is carefully selected to be representative of the larger population.
- By collecting data from a sample, statisticians can estimate population parameters with a certain level of precision.
- This method is more practical and cost-effective compared to a census inquiry, especially when dealing with large populations.
Advantages of Sample Inquiry:
1. Cost-effective: Collecting data from a sample is generally less expensive than conducting a census inquiry, as it requires fewer resources.
2. Time-saving: Collecting data from a sample can be completed more quickly than conducting a census inquiry, which may take a significant amount of time.
3. Feasibility: Collecting data from an entire population may not be feasible in certain cases, especially when the population is large or geographically dispersed.
4. Accuracy: With appropriate sampling techniques, data collected from a sample can provide accurate estimates of population parameters.
Disadvantages of Sample Inquiry:
1. Sampling Error: Since data is collected from a subset of the population, there is always a possibility of sampling error, which refers to the discrepancy between sample statistics and population parameters.
2. Representativeness: The accuracy of estimates depends on the sample being representative of the population. If the sample is not representative, the resulting estimates may be biased.
3. Generalizability: While sample data can provide insights into the population, the generalizability of the findings may be limited to the specific population under study.
Conclusion:
In conclusion, statistical data can be collected either through a complete enumeration (census inquiry) or a partial enumeration (sample inquiry). While a census inquiry provides a complete and accurate picture of the population, a sample inquiry is a more practical and cost-effective approach that can provide accurate estimates of population parameters. However, sample inquiries are subject to sampling error and depend on the representativeness of the sample.
Statistical data may be collected by partial enumeration calleda)Censu...
The text explains that increasing the sample size would put an extra burden on available resources, time, and efficiency, hence it's not always possible or feasible.
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