Question

State the main limitations of statistics.

Answer 1

Statistics relate to data collection, organization, evaluation, review, and presentation of data. The key goal of the use of statistics is to prepare, in terms of experimental designs and statistical surveys, the collected data. Statistics is regarded as a science of mathematics that deals with numerical data. In short, statistics are a vital process that works to create a data-based choice.

Limitations of Statistics:

1. On average, the laws of statistics are correct.
2. For quantitative results, statistical approaches are best applicable.
3. On heterogeneous data, statistics cannot be implemented.
4. In gathering, analyzing, and interpreting the data, if adequate care is not taken, statistical findings can be misleading.
5. Statistical data can be treated effectively only by a person who has professional knowledge of statistics.
6. In statistical judgments, certain errors are possible.
7. Inferential statistics, in particular, include such errors.