Litcius/Paper detail

Analysis of China’s Population with Uncertain Statistics

Yang Liu

2022Journal of Uncertain Systems50 citationsDOI

Abstract

Uncertain statistics is a set of mathematical techniques for collecting, analyzing, and interpreting data by using uncertainty theory. This paper employs the tool of uncertain statistics including uncertain time series analysis, uncertain regression analysis, and uncertain differential equation to model China’s population. Following that, uncertain hypothesis test is used to determine whether the estimated uncertain statistical models are appropriate. As a byproduct, this paper also indicates that probability statistics cannot model China’s population by analyzing the characteristics of the corresponding residuals.

Topics & Concepts

StatisticsPopulationMathematical statisticsEconometricsUncertain dataRegression analysisStatistical hypothesis testingMathematicsSet (abstract data type)Computer scienceData miningProgramming languageSociologyDemographyFuzzy Systems and OptimizationMulti-Criteria Decision MakingFuzzy Logic and Control Systems