Ultrapetrol Bahamas Pink Sheet Forecast - Polynomial Regression

ULTRFDelisted Stock  USD 0.0002  0.00  0.00%   
The Polynomial Regression forecasted value of Ultrapetrol Bahamas on the next trading day is expected to be 0.0002 with a mean absolute deviation of 0.000015 and the sum of the absolute errors of 0.0008. Ultrapetrol Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Ultrapetrol Bahamas' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Ultrapetrol Bahamas polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Ultrapetrol Bahamas as well as the accuracy indicators are determined from the period prices.

Ultrapetrol Bahamas Polynomial Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Ultrapetrol Bahamas on the next trading day is expected to be 0.0002 with a mean absolute deviation of 0.000015, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0008.
Please note that although there have been many attempts to predict Ultrapetrol 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 Ultrapetrol Bahamas' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ultrapetrol Bahamas 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 Ultrapetrol Bahamas pink sheet data series using in forecasting. Note that when a statistical model is used to represent Ultrapetrol Bahamas 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 Criteria76.2919
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.1113
SAESum of the absolute errors8.0E-4
A single variable polynomial regression model attempts to put a curve through the Ultrapetrol Bahamas 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 Ultrapetrol Bahamas

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ultrapetrol Bahamas. 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
0.000.00030.00
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Intrinsic
Valuation
LowRealHigh
0.000.00020.00
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Ultrapetrol Bahamas 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 Ultrapetrol Bahamas pink sheet to make a market-neutral strategy. Peer analysis of Ultrapetrol Bahamas could also be used in its relative valuation, which is a method of valuing Ultrapetrol Bahamas by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Ultrapetrol Bahamas Market Strength Events

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

Ultrapetrol Bahamas Risk Indicators

The analysis of Ultrapetrol Bahamas' 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 Ultrapetrol Bahamas' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ultrapetrol 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 World Market Map 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 metropolitan statistical area.
You can also try the Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.

Other Consideration for investing in Ultrapetrol Pink Sheet

If you are still planning to invest in Ultrapetrol Bahamas 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 Ultrapetrol Bahamas' history and understand the potential risks before investing.
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