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Table 1 Relative variations of average errors and covariances of HFMD incidence filtering with meteorological and socioeconomic factors

From: Integration of a Kalman filter in the geographically weighted regression for modeling the transmission of hand, foot and mouth disease

Determinant factors

Variable

Relative variation (%)

Average error

Average covariance

Air pressure (hPa)

u1

4.95

2.78

Daily average temperature (°C)

u2

21.05

11.92

Daily maximum temperature (°C)

u3

18.05

10.65

Daily minimum temperature (°C)

u4

17.14

8.07

Precipitation (mm)

u5

1.48

0.48

Relative humidity (%)

u6

1.49

0.42

Wind speed (m/s)

u7

0.44

0.12

Sunshine hours (h)

u8

2.77

0.96

Gross domestic product (GDP) (104 CNY)

u9

0.65

1.54

Ratio of primary school students (%)

u10

0.19

0.44

Number of hospital beds per capita

u11

2.78

4.95