Ampol Pink Sheet Forecast - Polynomial Regression

CTXAFDelisted Stock  USD 20.65  0.00  0.00%   
The Polynomial Regression forecasted value of Ampol Limited on the next trading day is expected to be 21.78 with a mean absolute deviation of 0.67 and the sum of the absolute errors of 41.05. Ampol Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Ampol's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Ampol polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Ampol Limited as well as the accuracy indicators are determined from the period prices.

Ampol Polynomial Regression Price Forecast For the 30th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Ampol Limited on the next trading day is expected to be 21.78 with a mean absolute deviation of 0.67, mean absolute percentage error of 0.82, and the sum of the absolute errors of 41.05.
Please note that although there have been many attempts to predict Ampol 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 Ampol's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ampol 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 Ampol pink sheet data series using in forecasting. Note that when a statistical model is used to represent Ampol 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 Criteria117.9177
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6729
MAPEMean absolute percentage error0.0312
SAESum of the absolute errors41.0457
A single variable polynomial regression model attempts to put a curve through the Ampol 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 Ampol

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ampol Limited. 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
20.6520.6520.65
Details
Intrinsic
Valuation
LowRealHigh
17.8717.8722.72
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Ampol. Your research has to be compared to or analyzed against Ampol's peers to derive any actionable benefits. When done correctly, Ampol'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 Ampol Limited.

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

Ampol Market Strength Events

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

Ampol Risk Indicators

The analysis of Ampol'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 Ampol's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ampol 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 nation.
You can also try the Portfolio Manager module to state of the art Portfolio Manager to monitor and improve performance of your invested capital.

Other Consideration for investing in Ampol Pink Sheet

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