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Table 2 The fitting and predicted values of the total registered population in Jiangsu Province from 2011 to 2023 under three comparison models

From: Prediction of population aging trend and analysis of influencing factors based on grey fractional-order and grey relational models: a case study of Jiangsu Province, China

Year

Total population

(10,000)

FGM(1,1)

DES

Logistic

Predicted value

(10,000)

APE

(%)

Predicted value

(10,000)

APE

(%)

Predicted value

(10,000)

APE

(%)

2011

7514.25

7514.25

0.00

7514.25

0.00

7501.81

0.17

2012

7553.48

7554.75

0.02

7553.48

0.00

7568.24

0.20

2013

7616.84

7616.71

0.00

7607.19

0.13

7626.49

0.13

2014

7684.69

7674.63

0.13

7672.86

0.15

7677.46

0.09

2015

7717.59

7724.52

0.09

7723.12

0.07

7721.98

0.06

2016

7775.66

7766.18

0.12

7776.08

0.01

7760.79

0.19

2017

7794.19

7800.35

0.08

7808.23

0.18

7794.58

0.01

2018

7813.86

7828.04

0.18

7827.84

0.18

7823.97

0.13

2019

7858.27

7850.22

0.10

7857.29

0.01

7849.49

0.11

2020

7876.75

7867.77

0.11

7880.52

0.05

7871.64

0.06

2021

7881.70

7881.48

0.00

7891.42

0.12

7890.84

0.12

MAPE (%)

 

0.076

 

0.082

 

0.114

2022

7872.00

7892.01

0.25

7908.15

0.46

7907.48

0.45

2023

7852.36

7899.92

0.61

7924.89

0.92

7921.89

0.89

MAPE (%)

 

0.430

 

0.691

 

0.668