arima1 = arima(data.ts[1:200], order = c(1,1,1))
arima2 = arima(data.ts[5:205], order = c(1,1,1))
arima3 = arima(data.ts[10:210], order = c(1,1,1))
arima4 = arima(data.ts[15:215], order = c(1,1,1))
arima5 = arima(data.ts[20:220], order = c(1,1,1))
arima6 = arima(data.ts[25:225], order = c(1,1,1))
arima7 = arima(data.ts[30:230], order = c(1,1,1))
arima8 = arima(data.ts[35:235], order = c(1,1,1))
arima9 = arima(data.ts[40:240], order = c(1,1,1))

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