A1LN34 Stock Forecast - Double Exponential Smoothing

A1LN34 Stock  BRL 73.50  0.84  1.16%   
The Double Exponential Smoothing forecasted value of A1LN34 on the next trading day is expected to be 73.78 with a mean absolute deviation of 1.44 and the sum of the absolute errors of 84.84. A1LN34 Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast A1LN34 stock prices and determine the direction of A1LN34's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of A1LN34's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
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 A1LN34 works best with periods where there are trends or seasonality.

A1LN34 Double Exponential Smoothing Price Forecast For the 24th of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of A1LN34 on the next trading day is expected to be 73.78 with a mean absolute deviation of 1.44, mean absolute percentage error of 4.76, and the sum of the absolute errors of 84.84.
Please note that although there have been many attempts to predict A1LN34 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 A1LN34's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

A1LN34 Stock Forecast Pattern

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A1LN34 Forecasted Value

In the context of forecasting A1LN34'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. A1LN34's downside and upside margins for the forecasting period are 71.03 and 76.53, respectively. We have considered A1LN34'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
73.50
73.78
Expected Value
76.53
Upside

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 A1LN34 stock data series using in forecasting. Note that when a statistical model is used to represent A1LN34 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 0.3034
MADMean absolute deviation1.438
MAPEMean absolute percentage error0.019
SAESum of the absolute errors84.84
When A1LN34 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 A1LN34 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 A1LN34 observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for A1LN34

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as A1LN34. 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
LowEstimatedHigh
70.7573.5076.25
Details
Intrinsic
Valuation
LowRealHigh
59.8662.6180.85
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as A1LN34. Your research has to be compared to or analyzed against A1LN34's peers to derive any actionable benefits. When done correctly, A1LN34's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in A1LN34.

Other Forecasting Options for A1LN34

For every potential investor in A1LN34, whether a beginner or expert, A1LN34's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. A1LN34 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in A1LN34. Basic forecasting techniques help filter out the noise by identifying A1LN34's price trends.

A1LN34 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 A1LN34 stock to make a market-neutral strategy. Peer analysis of A1LN34 could also be used in its relative valuation, which is a method of valuing A1LN34 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

A1LN34 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 A1LN34'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 A1LN34's current price.

A1LN34 Market Strength Events

Market strength indicators help investors to evaluate how A1LN34 stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading A1LN34 shares will generate the highest return on investment. By undertsting and applying A1LN34 stock market strength indicators, traders can identify A1LN34 entry and exit signals to maximize returns.

A1LN34 Risk Indicators

The analysis of A1LN34'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 A1LN34's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting a1ln34 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.

Also Currently Popular

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.

Other Information on Investing in A1LN34 Stock

A1LN34 financial ratios help investors to determine whether A1LN34 Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in A1LN34 with respect to the benefits of owning A1LN34 security.