A1TM34 Stock Forecast - Triple Exponential Smoothing

A1TM34 Stock   425.88  2.33  0.55%   
The Triple Exponential Smoothing forecasted value of A1TM34 on the next trading day is expected to be 426.59 with a mean absolute deviation of 1.91 and the sum of the absolute errors of 112.80. Investors can use prediction functions to forecast A1TM34's stock prices and determine the direction of A1TM34'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 A1TM34'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 nation.
  
Triple exponential smoothing for A1TM34 - 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 A1TM34 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 A1TM34 price movement. However, neither of these exponential smoothing models address any seasonality of A1TM34.

A1TM34 Triple Exponential Smoothing Price Forecast For the 24th of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of A1TM34 on the next trading day is expected to be 426.59 with a mean absolute deviation of 1.91, mean absolute percentage error of 13.69, and the sum of the absolute errors of 112.80.
Please note that although there have been many attempts to predict A1TM34 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 A1TM34's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

A1TM34 Stock Forecast Pattern

A1TM34 Forecasted Value

In the context of forecasting A1TM34'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. A1TM34's downside and upside margins for the forecasting period are 425.65 and 427.54, respectively. We have considered A1TM34'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
425.88
425.65
Downside
426.59
Expected Value
427.54
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 A1TM34 stock data series using in forecasting. Note that when a statistical model is used to represent A1TM34 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 -0.5128
MADMean absolute deviation1.9119
MAPEMean absolute percentage error0.0047
SAESum of the absolute errors112.8029
As with simple exponential smoothing, in triple exponential smoothing models past A1TM34 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 A1TM34 observations.

Predictive Modules for A1TM34

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as A1TM34. 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as A1TM34. Your research has to be compared to or analyzed against A1TM34's peers to derive any actionable benefits. When done correctly, A1TM34'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 A1TM34.

Other Forecasting Options for A1TM34

For every potential investor in A1TM34, whether a beginner or expert, A1TM34's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. A1TM34 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in A1TM34. Basic forecasting techniques help filter out the noise by identifying A1TM34's price trends.

A1TM34 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 A1TM34 stock to make a market-neutral strategy. Peer analysis of A1TM34 could also be used in its relative valuation, which is a method of valuing A1TM34 by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

A1TM34 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 A1TM34'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 A1TM34's current price.

A1TM34 Market Strength Events

Market strength indicators help investors to evaluate how A1TM34 stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading A1TM34 shares will generate the highest return on investment. By undertsting and applying A1TM34 stock market strength indicators, traders can identify A1TM34 entry and exit signals to maximize returns.

A1TM34 Risk Indicators

The analysis of A1TM34'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 A1TM34's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting a1tm34 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.