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There are countless ways of statistical methods which constitutes into three broad categories:
This method consists of all the preliminary steps to the final analysis and interpretation. This uses the method of collection, tabulation, central tendency, dispersion, skewness, and analysis of time series. These methods bring out the data and summarise and interpret the features of the data. In other words, this method called a descriptive method.
Statistical inference analyzes the properties of a probability distribution. The assumed data comes from a large set of data and uses the sampling method of the statistics. The sampling method is the most often method used in the statistical field.
This approach analyzes data sets to summarize it into relevant and main characteristics. It helps us determine the result more effectively. This approach helps us to determine whether the data is informative and useful for us or not.
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