step_ahead,prediction 1,31.1732268768996 2,31.20922685813308 3,31.30231857017875 4,31.2906223959744 5,31.142876534166934 6,30.490460073447228 7,30.848800293496254 8,30.795681047075988 9,30.73656619423926 10,30.8534664699018 11,30.823945045220853 12,30.618988032203912 13,30.064937099015715 14,29.89670185816288 15,30.618703530669215 16,30.357845478448272 17,30.693710077255965 18,30.510800176995993 19,30.861783749336006 20,30.570510375636818 21,30.55797474628687 22,31.01160717481971 23,30.001461645495894 24,30.659071137315035 25,30.54668776256144 26,30.33885236673355 27,30.124271474641564 28,30.033743788772824 29,30.532401219445468 30,29.805064265072346