Altarea SCA Pink Sheet Forecast - Naive Prediction

ATRRFDelisted Stock  USD 96.25  0.00  0.00%   
The Naive Prediction forecasted value of Altarea SCA on the next trading day is expected to be 99.42 with a mean absolute deviation of 0.67 and the sum of the absolute errors of 40.67. Altarea Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Altarea SCA's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Altarea SCA is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Altarea SCA value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Altarea SCA Naive Prediction Price Forecast For the 28th of December

Given 90 days horizon, the Naive Prediction forecasted value of Altarea SCA on the next trading day is expected to be 99.42 with a mean absolute deviation of 0.67, mean absolute percentage error of 1.73, and the sum of the absolute errors of 40.67.
Please note that although there have been many attempts to predict Altarea Pink Sheet 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 Altarea SCA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Altarea SCA Pink Sheet Forecast Pattern

Backtest Altarea SCAAltarea SCA Price PredictionBuy or Sell Advice 

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Altarea SCA pink sheet data series using in forecasting. Note that when a statistical model is used to represent Altarea SCA pink sheet, 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 Criteria118.6572
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6668
MAPEMean absolute percentage error0.0073
SAESum of the absolute errors40.6737
This model is not at all useful as a medium-long range forecasting tool of Altarea SCA. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Altarea SCA. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Altarea SCA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Altarea SCA. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
96.2596.2596.25
Details
Intrinsic
Valuation
LowRealHigh
80.1180.11105.88
Details
Bollinger
Band Projection (param)
LowMiddleHigh
84.4988.9293.34
Details

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

Altarea SCA Market Strength Events

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

Altarea SCA Risk Indicators

The analysis of Altarea SCA'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 Altarea SCA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting altarea pink sheet 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.

Currently Active Assets on Macroaxis

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 population.
You can also try the Competition Analyzer module to analyze and compare many basic indicators for a group of related or unrelated entities.

Other Consideration for investing in Altarea Pink Sheet

If you are still planning to invest in Altarea SCA check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Altarea SCA's history and understand the potential risks before investing.
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