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content/posts/finance/stock_prediction/ARIMA
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lines changed Original file line number Diff line number Diff line change @@ -55,7 +55,6 @@ The ARIMA model can be written as:
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$$
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Y_t = c + \varphi_1 Y_{t-1} + \varphi_2 Y_{t-2} + ... + \varphi_p Y_{t-p} + \theta_1 \epsilon_{t-1} + \theta_2 \epsilon_{t-2} + ... + \theta_q \epsilon_{t-q} + \epsilon_t
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$$
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Where:
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Original file line number Diff line number Diff line change @@ -463,7 +463,7 @@ <h5 class="card-title">Time Series Analysis and ARIMA Models for Stock Price Pre
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< div class ="card-footer ">
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< span class ="float-start ">
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Friday, June 28, 2024
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- | 9 minutes </ span >
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+ | 8 minutes </ span >
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< a
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href ="/posts/finance/stock_prediction/arima/ "
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class ="float-end btn btn-outline-info btn-sm "> Read</ a >
Original file line number Diff line number Diff line change @@ -506,8 +506,8 @@ <h2 id="3-arima-models-theoretical-background">3. ARIMA Models: Theoretical Back
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< h3 id ="mathematical-representation "> Mathematical Representation</ h3 >
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< p > The ARIMA model can be written as:</ p >
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< p > $$
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- Y_t = c + \varphi_1 Y_{t-1} + \varphi_2 Y_{t-2} + … + \varphi_p Y_{t-p} + \theta_1 \epsilon_{t-1} + \theta_2 \epsilon_{t-2} + … + \theta_q \epsilon_{t-q} + \epsilon_t</ p >
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- < p > $$</ p >
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+ Y_t = c + \varphi_1 Y_{t-1} + \varphi_2 Y_{t-2} + … + \varphi_p Y_{t-p} + \theta_1 \epsilon_{t-1} + \theta_2 \epsilon_{t-2} + … + \theta_q \epsilon_{t-q} + \epsilon_t
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+ $$</ p >
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< p > Where:</ p >
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< ul >
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< li > $Y_t$ is the differenced series (it may have been differenced more than once)</ li >
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