Azelio AB Pink Sheet Forecast - Polynomial Regression

AZLOFDelisted Stock  USD 0.03  0.00  0.00%   
The Polynomial Regression forecasted value of Azelio AB on the next trading day is expected to be 0 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.11. Azelio Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Azelio AB's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Azelio AB polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Azelio AB as well as the accuracy indicators are determined from the period prices.

Azelio AB Polynomial Regression Price Forecast For the 30th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Azelio AB on the next trading day is expected to be 0 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0005, and the sum of the absolute errors of 1.11.
Please note that although there have been many attempts to predict Azelio 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 Azelio AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Azelio AB Pink Sheet Forecast Pattern

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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Azelio AB pink sheet data series using in forecasting. Note that when a statistical model is used to represent Azelio AB 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 Criteria110.5191
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0183
MAPEMean absolute percentage error0.3979
SAESum of the absolute errors1.1148
A single variable polynomial regression model attempts to put a curve through the Azelio AB historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Azelio AB

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Azelio AB. 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
0.030.030.03
Details
Intrinsic
Valuation
LowRealHigh
0.030.030.03
Details

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

Azelio AB Market Strength Events

Market strength indicators help investors to evaluate how Azelio AB 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 Azelio AB shares will generate the highest return on investment. By undertsting and applying Azelio AB pink sheet market strength indicators, traders can identify Azelio AB entry and exit signals to maximize returns.

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Other Consideration for investing in Azelio Pink Sheet

If you are still planning to invest in Azelio AB 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 Azelio AB's history and understand the potential risks before investing.
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