APERAM REG Stock Forecast - Double Exponential Smoothing

Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for APERAM REG works best with periods where there are trends or seasonality.

APERAM REG Double Exponential Smoothing Price Forecast For the 23rd of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of APERAM REG on the next trading day is expected to be 28.45 with a mean absolute deviation of 0.34, mean absolute percentage error of 0.21, and the sum of the absolute errors of 19.90.

APERAM REG Stock Forecast Pattern

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APERAM REG Forecasted Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of APERAM REG stock data series using in forecasting. Note that when a statistical model is used to represent APERAM REG 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. When APERAM REG 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 APERAM REG trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent APERAM REG observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for APERAM REG

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as APERAM REG. 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 26.52 28.28 30.04 Details

Intrinsic Valuation Low Real High 20.02 21.78 31.11 Details

Bollinger Band Projection (param) Low Middle High 22.99 26.01 29.02 Details

Other Forecasting Options for APERAM REG

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

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Risk & Return

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APERAM REG 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 APERAM REG'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 APERAM REG's current price.

APERAM REG Market Strength Events

APERAM REG Risk Indicators

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