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descriptive-statistics-and-inferential-statistics-english

Descriptive statistics and inferential statistics

Descriptive statistics

  • Definition: Descriptive statistics refers to statistical methods used to organize, summarize, and simplify data,focusing on describing the overall picture of a set of data and characterizing the properties of something.
  • Common descriptive statistics methods include calculating mean and standard deviation.
  • Descriptive statistics often use graphs and tables to dscribe statistics.

Inferential statistics

  • Definition: Inferential statistics refers to the use of a series of mathematical methods to generalize the results obtained from sample data to the population where the sample is located.
  • Due to limitations in practical conditions, it may not be possible to examine each individual in the population one by one in actual research, only representative samples can be used to infer the overall situation of the population.
  • The key to conducting inferential statistics is to extract samples that are as close as possible to the population being studied, in order to minimize the sampling error.
descriptive-statistics-and-inferential-statistics-english.txt · 最后更改: 2024/03/11 06:33 由 limesty