Subset Package of Basic-Level Statistics.
Project description
#HOW TO USE(SYNTAX): import SaduStatistics as SS from SaduStatistics import CentralTendency from SaduStatistics import VarianceMeasures from SaduStatistics import InferentialStatistics
SS.CentralTendency.MEAN(ARGUMENTS) SS.CentralTendency.MODE(ARGUMENTS) SS.CentralTendency.MEDIAN(ARGUMENTS)
SS.VarianceMeasures.RANGE(ARGUMENTS) SS.VarianceMeasures.VARIANCE(ARGUMENTS) SS.VarianceMeasures.StandardDeviation(ARGUMENTS) SS.VarianceMeasures.InterQuartile(ARGUMENTS)
SS.InferentialStatistics.HypothesisTesting(ARGUMENTS) SS.InferentialStatistics.ConfidenceInterval(ARGUMENTS) SS.InferentialStatistics.LinearRegressionModel(ARGUMENTS) SS.InferentialStatistics.MatplotlibHistogram(ARGUMENTS) SS.InferentialStatistics.HistPlot(ARGUMENTS) SS.InferentialStatistics.DOT(ARGUMENTS)
#SECOND INSTALL REQUIREMENTS(LIBRARIES):
- matplotlib
- math
- scipy
- sklearn
- numpy
***Statistical functions on this package version are classified into three sections: 1- CentralTendency, 2-VarianceMeasures and 3-InferentialStatistics; alongside histogram plot function. Example of usage: SaduStatistics.CentralTendency.Mean(arguments), OR SaduStatistics.VarianceMeasures.InterQuartile(arguments) OR SaduStatistics.InferentialStatistics.HypothesisTesting(arguments)
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