Whiting Petroleum Pink Sheet Forecast - Polynomial Regression

WLLAWDelisted Stock  USD 22.00  0.60  2.80%   
The Polynomial Regression forecasted value of Whiting Petroleum on the next trading day is expected to be 19.91 with a mean absolute deviation of 1.18 and the sum of the absolute errors of 72.28. Whiting Pink Sheet Forecast is based on your current time horizon.
  
Whiting Petroleum polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Whiting Petroleum as well as the accuracy indicators are determined from the period prices.

Whiting Petroleum Polynomial Regression Price Forecast For the 25th of January

Given 90 days horizon, the Polynomial Regression forecasted value of Whiting Petroleum on the next trading day is expected to be 19.91 with a mean absolute deviation of 1.18, mean absolute percentage error of 2.22, and the sum of the absolute errors of 72.28.
Please note that although there have been many attempts to predict Whiting 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 Whiting Petroleum's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Whiting Petroleum Pink Sheet Forecast Pattern

Backtest Whiting PetroleumWhiting Petroleum Price PredictionBuy or Sell Advice 

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 Whiting Petroleum pink sheet data series using in forecasting. Note that when a statistical model is used to represent Whiting Petroleum 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 Criteria118.9085
BiasArithmetic mean of the errors None
MADMean absolute deviation1.1849
MAPEMean absolute percentage error0.0389
SAESum of the absolute errors72.2768
A single variable polynomial regression model attempts to put a curve through the Whiting Petroleum 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 Whiting Petroleum

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Whiting Petroleum. 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
22.0022.0022.00
Details
Intrinsic
Valuation
LowRealHigh
21.5821.5824.20
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.0423.8726.69
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Whiting Petroleum. Your research has to be compared to or analyzed against Whiting Petroleum's peers to derive any actionable benefits. When done correctly, Whiting Petroleum'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 Whiting Petroleum.

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

Whiting Petroleum Market Strength Events

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

Whiting Petroleum Risk Indicators

The analysis of Whiting Petroleum'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 Whiting Petroleum's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting whiting 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.

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 Your Current Watchlist 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 Idea Optimizer module to use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio .

Other Consideration for investing in Whiting Pink Sheet

If you are still planning to invest in Whiting Petroleum 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 Whiting Petroleum's history and understand the potential risks before investing.
My Watchlist Analysis
Analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like
Economic Indicators
Top statistical indicators that provide insights into how an economy is performing
Idea Optimizer
Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio
Cryptocurrency Center
Build and monitor diversified portfolio of extremely risky digital assets and cryptocurrency
Portfolio Holdings
Check your current holdings and cash postion to detemine if your portfolio needs rebalancing
Risk-Return Analysis
View associations between returns expected from investment and the risk you assume
Price Transformation
Use Price Transformation models to analyze the depth of different equity instruments across global markets
AI Portfolio Architect
Use AI to generate optimal portfolios and find profitable investment opportunities
Portfolio Optimization
Compute new portfolio that will generate highest expected return given your specified tolerance for risk