CVR Energy Stock Forecast - Double Exponential Smoothing

CVI Stock  USD 18.74  0.04  0.21%   
The Double Exponential Smoothing forecasted value of CVR Energy on the next trading day is expected to be 18.41 with a mean absolute deviation of 0.67 and the sum of the absolute errors of 39.64. CVR Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of CVR Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for CVR Energy works best with periods where there are trends or seasonality.

CVR Energy Double Exponential Smoothing Price Forecast For the 26th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of CVR Energy on the next trading day is expected to be 18.41 with a mean absolute deviation of 0.67, mean absolute percentage error of 1.03, and the sum of the absolute errors of 39.64.
Please note that although there have been many attempts to predict CVR 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 CVR Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CVR Energy Stock Forecast Pattern

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CVR Energy Forecasted Value

In the context of forecasting CVR Energy's Stock 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. CVR Energy's downside and upside margins for the forecasting period are 14.08 and 22.74, respectively. We have considered CVR Energy'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
18.74
18.41
Expected Value
22.74
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of CVR Energy stock data series using in forecasting. Note that when a statistical model is used to represent CVR 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 CriteriaHuge
BiasArithmetic mean of the errors -0.2224
MADMean absolute deviation0.6719
MAPEMean absolute percentage error0.0323
SAESum of the absolute errors39.64
When CVR Energy prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any CVR Energy trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent CVR Energy observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for CVR 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 CVR 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 CVR Energy'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
14.4318.7623.09
Details
Intrinsic
Valuation
LowRealHigh
16.8724.2128.54
Details
Bollinger
Band Projection (param)
LowMiddleHigh
18.7418.7418.74
Details

Other Forecasting Options for CVR Energy

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

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

CVR Energy Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of CVR Energy'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 CVR Energy's current price.

CVR Energy Market Strength Events

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

CVR Energy Risk Indicators

The analysis of CVR 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 CVR Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting cvr 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.

Currently Active Assets on Macroaxis

When determining whether CVR Energy offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of CVR Energy's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Cvr Energy Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Cvr Energy Stock:
Check out Historical Fundamental Analysis of CVR Energy to cross-verify your projections.
For more detail on how to invest in CVR Stock please use our How to Invest in CVR Energy guide.
You can also try the Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.
Is Oil & Gas Refining & Marketing space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of CVR Energy. If investors know CVR will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about CVR Energy listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of CVR Energy is measured differently than its book value, which is the value of CVR that is recorded on the company's balance sheet. Investors also form their own opinion of CVR Energy's value that differs from its market value or its book value, called intrinsic value, which is CVR Energy's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because CVR Energy's market value can be influenced by many factors that don't directly affect CVR Energy's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between CVR Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if CVR Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, CVR Energy'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.