Arwana Citramulia Stock Forecast - Simple Exponential Smoothing

Arwana Citramulia simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Arwana Citramulia Tbk are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Arwana Citramulia Tbk prices get older.

Arwana Citramulia Simple Exponential Smoothing Price Forecast For the 24th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Arwana Citramulia Tbk on the next trading day is expected to be 735.00 with a mean absolute deviation of 6.23, mean absolute percentage error of 98.36, and the sum of the absolute errors of 380.00.

Arwana Citramulia Stock Forecast Pattern

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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Arwana Citramulia stock data series using in forecasting. Note that when a statistical model is used to represent Arwana Citramulia stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality. This simple exponential smoothing model begins by setting Arwana Citramulia Tbk forecast for the second period equal to the observation of the first period. In other words, recent Arwana Citramulia observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Arwana Citramulia

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Arwana Citramulia Tbk. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.

Hype Prediction Low Estimated High 733.62 735.00 736.38 Details

Intrinsic Valuation Low Real High 726.12 727.50 808.50 Details

Bollinger Band Projection (param) Low Middle High 732.24 741.67 751.09 Details

Other Forecasting Options for Arwana Citramulia

For every potential investor in Arwana, whether a beginner or expert, Arwana Citramulia's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Arwana Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Arwana. Basic forecasting techniques help filter out the noise by identifying Arwana Citramulia's price trends.

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Risk & Return

Correlation

Arwana Citramulia Tbk Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Arwana Citramulia's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Arwana Citramulia's current price.

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