Math.NET statistical function class
Math.NET the basic statistical classes and their functions in the MathNet.Numerics.Statistics namespace are introduced as follows, and the methods in static classes can basically be used directly as extended methods:
1. Statistics class, basic data set statistics, such as minimum, maximum, mean, population variance, standard deviation, etc. For static classes, note that Statistics is an overall statistical class, and many of its functions are called separately according to the type of dataset.
2. StreamingStatistics, static class, is the statistics of streaming datasets, suitable for some large data sets, cannot be read into memory at one time;
3. ArrayStatistics, a static class, is a statistical of ordinary unsorted array datasets, which are loaded in memory at one time, so it is more convenient to calculate.
4. SortedArrayStatistics, a static class, is the statistics of a sorted array dataset;
5. DescriptiveStatistics, a non-static class, has a similar function to the Statistics class, but the difference is that Statistics is a static method, calculated one by one, and when the class is initialized, all indicators can be calculated at one time and obtained directly through attributes.
6. RunningStatistics, non-static class, has similar functions to the Statistics class, but allows data to be dynamically updated and calculated again;
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