Reserve Petroleum Pink Sheet Forecast - Polynomial Regression

RSRV Stock  USD 175.00  7.65  4.57%   
The Polynomial Regression forecasted value of The Reserve Petroleum on the next trading day is expected to be 170.38 with a mean absolute deviation of  3.34  and the sum of the absolute errors of 203.93. Reserve Pink Sheet Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Reserve Petroleum stock prices and determine the direction of The Reserve Petroleum's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Reserve Petroleum's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Reserve Petroleum to cross-verify your projections.
  
Most investors in Reserve Petroleum cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Reserve Petroleum's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Reserve Petroleum's price structures and extracts relationships that further increase the generated results' accuracy.
Reserve Petroleum polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for The Reserve Petroleum as well as the accuracy indicators are determined from the period prices.

Reserve Petroleum Polynomial Regression Price Forecast For the 24th of April

Given 90 days horizon, the Polynomial Regression forecasted value of The Reserve Petroleum on the next trading day is expected to be 170.38 with a mean absolute deviation of 3.34, mean absolute percentage error of 19.54, and the sum of the absolute errors of 203.93.
Please note that although there have been many attempts to predict Reserve 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 Reserve Petroleum's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Reserve Petroleum Pink Sheet Forecast Pattern

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Reserve Petroleum Forecasted Value

In the context of forecasting Reserve Petroleum's Pink Sheet value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Reserve Petroleum's downside and upside margins for the forecasting period are 167.91 and 172.85, respectively. We have considered Reserve Petroleum's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
175.00
167.91
Downside
170.38
Expected Value
172.85
Upside

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 Reserve Petroleum pink sheet data series using in forecasting. Note that when a statistical model is used to represent Reserve 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 Criteria121.083
BiasArithmetic mean of the errors None
MADMean absolute deviation3.3432
MAPEMean absolute percentage error0.0194
SAESum of the absolute errors203.9341
A single variable polynomial regression model attempts to put a curve through the Reserve 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 Reserve 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 Reserve 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Reserve Petroleum's 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
172.51175.00177.49
Details
Intrinsic
Valuation
LowRealHigh
143.25145.74192.50
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Reserve Petroleum. Your research has to be compared to or analyzed against Reserve Petroleum's peers to derive any actionable benefits. When done correctly, Reserve 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 Reserve Petroleum.

Other Forecasting Options for Reserve Petroleum

For every potential investor in Reserve, whether a beginner or expert, Reserve Petroleum's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Reserve Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Reserve. Basic forecasting techniques help filter out the noise by identifying Reserve Petroleum's price trends.

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

Reserve Petroleum Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Reserve Petroleum's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Reserve Petroleum's current price.

Reserve Petroleum Market Strength Events

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

Reserve Petroleum Risk Indicators

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

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Check out Historical Fundamental Analysis of Reserve Petroleum to cross-verify your projections.
You can also try the Stocks Directory module to find actively traded stocks across global markets.

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When running Reserve Petroleum's price analysis, check to measure Reserve Petroleum's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Reserve Petroleum is operating at the current time. Most of Reserve Petroleum's value examination focuses on studying past and present price action to predict the probability of Reserve Petroleum's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Reserve Petroleum's price. Additionally, you may evaluate how the addition of Reserve Petroleum to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Reserve Petroleum's value and its price as these two are different measures arrived at by different means. Investors typically determine if Reserve Petroleum is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Reserve Petroleum's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.