ROC Energy Stock Forecast - Polynomial Regression

ROCDelisted Stock  USD 5.09  1.89  27.08%   
The Polynomial Regression forecasted value of ROC Energy Acquisition on the next trading day is expected to be 4.43 with a mean absolute deviation of 0.43 and the sum of the absolute errors of 26.25. ROC Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast ROC Energy stock prices and determine the direction of ROC Energy Acquisition's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of ROC Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
ROC Energy polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for ROC Energy Acquisition as well as the accuracy indicators are determined from the period prices.

ROC Energy Polynomial Regression Price Forecast For the 28th of December

Given 90 days horizon, the Polynomial Regression forecasted value of ROC Energy Acquisition on the next trading day is expected to be 4.43 with a mean absolute deviation of 0.43, mean absolute percentage error of 0.39, and the sum of the absolute errors of 26.25.
Please note that although there have been many attempts to predict ROC 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 ROC Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ROC Energy Stock Forecast Pattern

Backtest ROC EnergyROC Energy 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 ROC Energy stock data series using in forecasting. Note that when a statistical model is used to represent ROC Energy 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 Criteria117.1775
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4303
MAPEMean absolute percentage error0.0526
SAESum of the absolute errors26.2473
A single variable polynomial regression model attempts to put a curve through the ROC Energy 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 ROC Energy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ROC Energy Acquisition. 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.
Hype
Prediction
LowEstimatedHigh
5.095.095.09
Details
Intrinsic
Valuation
LowRealHigh
4.844.845.60
Details

View ROC Energy Related Equities

 Risk & Return  Correlation

ROC Energy Market Strength Events

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

ROC Energy Risk Indicators

The analysis of ROC Energy'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 ROC Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting roc 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 Your Equity Center 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 persons.
You can also try the Portfolio Suggestion module to get suggestions outside of your existing asset allocation including your own model portfolios.

Other Consideration for investing in ROC Stock

If you are still planning to invest in ROC Energy Acquisition 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 ROC Energy's history and understand the potential risks before investing.
Investing Opportunities
Build portfolios using our predefined set of ideas and optimize them against your investing preferences
Efficient Frontier
Plot and analyze your portfolio and positions against risk-return landscape of the market.
Portfolio Optimization
Compute new portfolio that will generate highest expected return given your specified tolerance for risk
ETFs
Find actively traded Exchange Traded Funds (ETF) from around the world
Stock Tickers
Use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites
Performance Analysis
Check effects of mean-variance optimization against your current asset allocation
Equity Valuation
Check real value of public entities based on technical and fundamental data
Portfolio Analyzer
Portfolio analysis module that provides access to portfolio diagnostics and optimization engine