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Table 3 Fitting and prediction results of ARIMA model for the incidence of Class B notifiable infectious diseases by district

From: Spatio-temporal evolution and trend prediction of the incidence of Class B notifiable infectious diseases in China: a sample of statistical data from 2007 to 2020

Region

Best model

MAPE(%)

Actual value

RE(%)

Forecast value

2020

2020

2020

2021

2022

2023

2024

Anhui

(0, 1, 1)

2.34

225.08

1.18

227.73

225.74

223.55

221.35

219.74

Beijing

(1, 1, 1)

3.11

80.70

9.43

88.31

81.69

75.44

70.12

65.58

Fujian

(1, 1, 1)

2.18

223.99

7.87

241.61

226.61

211.42

198.46

185.73

Gansu

(2, 1, 1)

1.47

150.52

1.22

152.36

128.79

110.47

96.53

78.58

Guangdong

(0, 1, 1)

2.98

272.49

1.72

277.19

301.41

305.21

308.19

311.27

Guangxi

(0, 2, 1)

4.76

263.62

2.57

270.40

303.16

305.60

306.45

307.43

Guizhou

(1, 1, 1)

3.90

248.35

4.01

258.32

264.32

269.17

275.41

280.62

Hainan

(0, 1, 1)

3.54

339.12

4.29

353.68

375.67

397.33

415.97

436.99

Hebei

(1, 2, 1)

2.18

134.26

8.49

145.66

138.68

134.28

129.73

125.71

Henan

(1, 1, 1)

2.11

152.77

2.26

156.22

149.60

134.98

120.36

105.74

Heilongjiang

(0, 1, 1)

5.34

105.84

7.35

113.62

110.54

106.46

101.37

96.29

Hubei

(1, 2, 1)

2.18

290.81

19.55

233.95

Hunan

(1, 1, 1)

2.76

269.01

3.65

278.83

306.55

313.27

319.99

326.71

Jilin

(1, 1, 0)

4.72

87.30

8.68

94.88

93.99

90.61

88.79

87.55

Jiangsu

(0, 1, 1)

3.11

98.23

5.48

103.61

96.12

91.53

86.85

81.07

Jiangxi

(0, 1, 1)

4.15

199.30

7.12

213.49

204.15

195.76

187.49

181.49

Liaoning

(0, 2, 1)

3.13

155.22

6.94

165.99

152.99

139.21

131.87

123.72

Neimenggu

(1, 1, 1)

6.11

225.64

7.78

243.19

232.16

221.12

211.09

195.05

Ningxia

(0, 1, 1)

2.18

168.75

6.15

179.13

161.17

148.23

131.27

117.32

Qinghai

(2, 1, 1)

4.81

376.80

6.84

402.58

398.67

388.58

382.72

377.18

Shandong

(1, 1, 1)

2.31

131.73

8.77

143.28

132.21

125.17

119.81

112.05

Shanxi

(0, 1, 1)

1.74

202.95

8.33

219.86

209.24

201.35

192.98

184.65

Shaanxi

(0, 1, 1)

2.73

150.48

7.87

162.33

154.35

148.41

142.45

138.49

Shanghai

(1, 1, 1)

2.28

128.63

7.04

137.69

131.03

124.27

118.52

112.77

Sichuan

(1, 2, 0)

1.37

196.03

3.91

203.69

195.03

188.27

180.52

172.77

Tianjin

(1, 1, 1)

2.43

109.28

9.18

119.31

105.11

92.04

83.48

72.01

Xizang

(0, 1, 2)

5.69

337.10

8.79

366.74

389.49

419.56

441.91

476.63

Xinjiang

(1, 1, 2)

4.82

324.99

8.75

353.42

341.57

329.14

313.63

294.12

Yunnan

(0, 2, 1)

4.51

189.61

9.04

206.75

201.90

195.03

190.16

184.29

Zhejiang

(1, 1, 1)

1.32

146.47

6.26

155.64

147.54

132.59

123.39

111.53

Chongqing

(1, 2, 0)

3.18

202.07

5.47

213.13

210.60

209.49

207.61

204.85