Adams Resources Stock Forecast - Polynomial Regression

AEDelisted Stock  USD 37.98  0.01  0.03%   
The Polynomial Regression forecasted value of Adams Resources Energy on the next trading day is expected to be 39.71 with a mean absolute deviation of 0.94 and the sum of the absolute errors of 57.48. Adams Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Adams Resources stock prices and determine the direction of Adams Resources Energy's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Adams Resources' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Adams Resources polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Adams Resources Energy as well as the accuracy indicators are determined from the period prices.

Adams Resources Polynomial Regression Price Forecast For the 23rd of March

Given 90 days horizon, the Polynomial Regression forecasted value of Adams Resources Energy on the next trading day is expected to be 39.71 with a mean absolute deviation of 0.94, mean absolute percentage error of 1.94, and the sum of the absolute errors of 57.48.
Please note that although there have been many attempts to predict Adams 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 Adams Resources' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Adams Resources Stock 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 Adams Resources stock data series using in forecasting. Note that when a statistical model is used to represent Adams Resources 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 Criteria118.7712
BiasArithmetic mean of the errors None
MADMean absolute deviation0.9422
MAPEMean absolute percentage error0.0273
SAESum of the absolute errors57.476
A single variable polynomial regression model attempts to put a curve through the Adams Resources 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 Adams Resources

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Adams Resources Energy. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Adams Resources' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
37.5738.0338.49
Details
Intrinsic
Valuation
LowRealHigh
29.5329.9941.78
Details
Bollinger
Band Projection (param)
LowMiddleHigh
37.1137.6738.23
Details

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

Adams Resources Market Strength Events

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

Adams Resources Risk Indicators

The analysis of Adams Resources' 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 Adams Resources' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting adams 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.

Also Currently Popular

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.
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 income.
You can also try the Financial Widgets module to easily integrated Macroaxis content with over 30 different plug-and-play financial widgets.

Other Consideration for investing in Adams Stock

If you are still planning to invest in Adams Resources Energy 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 Adams Resources' history and understand the potential risks before investing.
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