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Mean- The mean is a statistic describing the average of a data group. Depending on the type of the data and the type of average you require, you can compute the mean theoretically. In numerous circumstances, charting the data distribution allows you to determine the mean visually.
Median -The median of a dataset listed in ascending order is a statistical measure that determines the middle value (i.e., from smallest to largest value). The metric separates the lower and upper halves of the dataset. Like the mean and mode, the median is a measure of central tendency.
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Linear regression and correlation -Linear regression is modeling the connection between a scalar answer and one or more explanatory factors in statistics. Simple linear regression is used for only one explanatory variable; multiple linear regressions are used when there is more than one.
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In simple words, statistics is the study of sampled data to infer and estimate the processes that led to its generation. A much more technical description can be, statistics is the science of developing methods for collecting, interpreting, analyzing and presenting any data.
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