Kawasan Industri Stock Forecast - Triple Exponential Smoothing

Triple exponential smoothing for Kawasan Industri - 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 Kawasan Industri 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 Kawasan Industri price movement. However, neither of these exponential smoothing models address any seasonality of Kawasan Industri Jababeka.

Kawasan Industri Triple Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Kawasan Industri Jababeka on the next trading day is expected to be 196.00 with a mean absolute deviation of 2.20, mean absolute percentage error of 9.70, and the sum of the absolute errors of 132.00.

Kawasan Industri Stock Forecast Pattern

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Kawasan Industri Price Prediction

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Kawasan Industri 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 Kawasan Industri stock data series using in forecasting. Note that when a statistical model is used to represent Kawasan Industri 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 Kawasan Industri 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 Kawasan Industri Jababeka observations.

Predictive Modules for Kawasan Industri

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kawasan Industri Jababeka. 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 193.22 195.00 196.78 Details

Intrinsic Valuation Low Real High 183.22 185.00 214.50 Details

Other Forecasting Options for Kawasan Industri

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

Kawasan Industri Related Equities

Risk & Return

Correlation

Kawasan Industri Jababeka 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 Kawasan Industri'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 Kawasan Industri's current price.

Kawasan Industri Market Strength Events

Kawasan Industri Risk Indicators

Other Information on Investing in Kawasan Stock