Unggul Indah Stock Forecast - Triple Exponential Smoothing

Triple exponential smoothing for Unggul Indah - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Unggul Indah prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Unggul Indah price movement. However, neither of these exponential smoothing models address any seasonality of Unggul Indah Cahaya.

Unggul Indah Triple Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Unggul Indah Cahaya on the next trading day is expected to be 7,952 with a mean absolute deviation of 62.58, mean absolute percentage error of 8,074, and the sum of the absolute errors of 3,692.

Unggul Indah Stock Forecast Pattern

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Unggul Indah Price Prediction

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Unggul Indah Forecasted Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Unggul Indah stock data series using in forecasting. Note that when a statistical model is used to represent Unggul Indah 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. As with simple exponential smoothing, in triple exponential smoothing models past Unggul Indah observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Unggul Indah Cahaya observations.

Predictive Modules for Unggul Indah

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Unggul Indah Cahaya. 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 7,949 7,950 7,951 Details

Intrinsic Valuation Low Real High 6,629 6,630 8,745 Details

Other Forecasting Options for Unggul Indah

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

Unggul Indah Related Equities

Risk & Return

Correlation

Unggul Indah Cahaya 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 Unggul Indah'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 Unggul Indah's current price.

Unggul Indah Market Strength Events

Unggul Indah Risk Indicators

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