ALD SA Stock Forecast - Triple Exponential Smoothing

AYV Stock   6.04  0.18  2.89%   
The Triple Exponential Smoothing forecasted value of ALD SA on the next trading day is expected to be 6.00 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 7.64. Investors can use prediction functions to forecast ALD SA's stock prices and determine the direction of ALD SA's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of ALD SA's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in board of governors.
  
Triple exponential smoothing for ALD SA - 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 ALD SA 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 ALD SA price movement. However, neither of these exponential smoothing models address any seasonality of ALD SA.

ALD SA Triple Exponential Smoothing Price Forecast For the 4th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of ALD SA on the next trading day is expected to be 6.00 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.04, and the sum of the absolute errors of 7.64.
Please note that although there have been many attempts to predict ALD Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that ALD SA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ALD SA Stock Forecast Pattern

ALD SA Forecasted Value

In the context of forecasting ALD SA's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. ALD SA's downside and upside margins for the forecasting period are 3.42 and 8.58, respectively. We have considered ALD SA's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
6.04
6.00
Expected Value
8.58
Upside

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 ALD SA stock data series using in forecasting. Note that when a statistical model is used to represent ALD SA 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors -0.022
MADMean absolute deviation0.1274
MAPEMean absolute percentage error0.0203
SAESum of the absolute errors7.6448
As with simple exponential smoothing, in triple exponential smoothing models past ALD SA 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 ALD SA observations.

Predictive Modules for ALD SA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ALD SA. 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.

Other Forecasting Options for ALD SA

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

ALD SA Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with ALD SA stock to make a market-neutral strategy. Peer analysis of ALD SA could also be used in its relative valuation, which is a method of valuing ALD SA by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

ALD SA 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 ALD SA'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 ALD SA's current price.

ALD SA Market Strength Events

Market strength indicators help investors to evaluate how ALD SA stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ALD SA shares will generate the highest return on investment. By undertsting and applying ALD SA stock market strength indicators, traders can identify ALD SA entry and exit signals to maximize returns.

ALD SA Risk Indicators

The analysis of ALD SA's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in ALD SA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ald stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

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Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.