Alakasa Industrindo Stock Forecast - Triple Exponential Smoothing

Triple exponential smoothing for Alakasa Industrindo - 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 Alakasa Industrindo 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 Alakasa Industrindo price movement. However, neither of these exponential smoothing models address any seasonality of Alakasa Industrindo Tbk.

Alakasa Industrindo Triple Exponential Smoothing Price Forecast For the 12th of December 2024

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Alakasa Industrindo Tbk on the next trading day is expected to be 378.16 with a mean absolute deviation of 7.14, mean absolute percentage error of 228.00, and the sum of the absolute errors of 428.56.

Alakasa Industrindo Stock Forecast Pattern

Backtest Alakasa Industrindo

Alakasa Industrindo Price Prediction

Buy or Sell Advice

Alakasa Industrindo 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 Alakasa Industrindo stock data series using in forecasting. Note that when a statistical model is used to represent Alakasa Industrindo 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 Alakasa Industrindo 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 Alakasa Industrindo Tbk observations.

Predictive Modules for Alakasa Industrindo

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Alakasa Industrindo 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 374.21 378.00 381.79 Details

Intrinsic Valuation Low Real High 371.57 375.36 379.15 Details

Bollinger Band Projection (param) Low Middle High 377.45 379.33 381.22 Details

Other Forecasting Options for Alakasa Industrindo

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

Alakasa Industrindo Related Equities

Risk & Return

Correlation

Alakasa Industrindo 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 Alakasa Industrindo'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 Alakasa Industrindo's current price.

Alakasa Industrindo Market Strength Events

Alakasa Industrindo Risk Indicators

Other Information on Investing in Alakasa Stock