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. Author manuscript; available in PMC: 2014 Aug 1.
Published in final edited form as: J Infect. 2013 Apr 15;67(2):141–147. doi: 10.1016/j.jinf.2013.03.018

Table 3.

ARIMA models for weekly ILI incidence and climatic indicators, French Guiana, 2006–2010

Series Term Ordera Parameterb (SE) T-ratio p R2 SBIC RSME
ILI
Constant 81.39 (19.9) 4.09 <0.0001
AR 1 0.54 (0.07) 7.32 <0.0001 0.57 1303 43.5
AR 2 0.25 (0.07) 3.36 <0.001
Seasonal Autoregressive 52 0.28 (0.10) 2.78 <0.001
Rainfall
Constant 56.1 (9.0) 6.2 <0.001
AR 1 0.47 (0.07) 6.3 <0.001 0.43 1218 33.9
AR 2 0.28 (0.07) 3.7 <0.001
Seasonal Autoregressive 52 −0.21 (0.08) −2.3 <0.005
Specific Humidity
Constant 17.16 (0.21) 79.33 <0.0001
AR 1 0.42 (0.07) 5.87 <0.0001 0.52 462 0.58
AR 2 0.35 (0.07) 4.87 <0.0001
Seasonal Autoregressive 52 0.12 (0.09) 1.23 0.2
a

Delay before effect is observed (weeks).

b

Size and direction of the effect.

AR: autoregressive term, representing disturbances. SBIC: Schwartz-bayesian index criterion; RSME: root mean square error; ILI : Influenza-like illness