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Fitting model to differenced time series


How to deal with time series which change in seasonality or other patterns?Different estimation methods of Time series modelMethods for Determining Possible Causation Between Two Time SeriesTime Series Analysis in RTime Series forecasting modelHow to identify ARIMA model parametersTuning a sequence to sequence modelAnalysis of Time Series dataAdditive vs Multiplicative model in Time Series DataWhich different visualizations to make for time series analysis?













2












$begingroup$


I have a time series on daily stock price of company(2013 data points).I took a first order difference and the following acf and pacf plots of the differenced series were obtained. However, I am unable to come up with a suitable ARMA model. Can anyone please help me with this?enter image description hereenter image description here!



The above plots don't seem to converge to zero and the acf and pacf values are significant at high lags which I wonder would be appropriate to consider.
The graph given below is that of the original series.
enter image description here










share|improve this question











$endgroup$
















    2












    $begingroup$


    I have a time series on daily stock price of company(2013 data points).I took a first order difference and the following acf and pacf plots of the differenced series were obtained. However, I am unable to come up with a suitable ARMA model. Can anyone please help me with this?enter image description hereenter image description here!



    The above plots don't seem to converge to zero and the acf and pacf values are significant at high lags which I wonder would be appropriate to consider.
    The graph given below is that of the original series.
    enter image description here










    share|improve this question











    $endgroup$














      2












      2








      2


      1



      $begingroup$


      I have a time series on daily stock price of company(2013 data points).I took a first order difference and the following acf and pacf plots of the differenced series were obtained. However, I am unable to come up with a suitable ARMA model. Can anyone please help me with this?enter image description hereenter image description here!



      The above plots don't seem to converge to zero and the acf and pacf values are significant at high lags which I wonder would be appropriate to consider.
      The graph given below is that of the original series.
      enter image description here










      share|improve this question











      $endgroup$




      I have a time series on daily stock price of company(2013 data points).I took a first order difference and the following acf and pacf plots of the differenced series were obtained. However, I am unable to come up with a suitable ARMA model. Can anyone please help me with this?enter image description hereenter image description here!



      The above plots don't seem to converge to zero and the acf and pacf values are significant at high lags which I wonder would be appropriate to consider.
      The graph given below is that of the original series.
      enter image description here







      r time-series correlation data-analysis






      share|improve this question















      share|improve this question













      share|improve this question




      share|improve this question








      edited yesterday







      Jor_El

















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