State the main limitations of statistics.

By Ritesh|Updated : September 5th, 2022

Statistics deal with the gathering, organizing, analyzing, and presenting of data. The main limitations include that statistics laws are true on average, are best applicable to quantitative data, and errors are possible in statistical decisions. Preparing the acquired data for experimental designs and statistical surveys is the main objective of using statistics. Considered a branch of mathematics that deals with numerical data and statistics. To make a decision based on data, statistics is a crucial step.

Limitations of Statistics

  • Statistics generally follow their laws.
  • Statistical methods are more suitable for results that require quantification.
  • Statistics cannot be used for diverse data.
  • If proper care is not taken when collecting, analyzing, and interpreting the data, statistical findings may be deceptive.
  • Only someone with expert knowledge of statistics can handle statistical data successfully.
  • Certain flaws in statistical conclusions are possible.
  • Such errors are common, particularly in inferential statistics.
  • Since statistics is primarily a science that deals with a set of numerical data, it is not appropriate for the study of qualitative statistics. It can be used for research on quantitative metrics. Qualitative factors like leadership, honesty, poverty, intelligence, etc. cannot be quantified, and statistical analysis cannot be used to analyze these qualitative phenomena directly.

Summary:

State the main limitations of statistics.

Data collection, organization, analysis, and presentation are all topics covered by statistics. The primary goal of using statistics is to prepare the data for experimental designs and statistical surveys. Statistics is regarded as a field of mathematics that works with numerical data. Statistics is a key stage in using data to inform a choice.

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