Dynagas LNG Stock Forecast - Polynomial Regression
| DLNG Stock | USD 4.36 0.04 0.91% |
The Polynomial Regression forecasted value of Dynagas LNG Partners on the next trading day is expected to be 4.47 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 7.95. Dynagas Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Dynagas LNG's historical fundamentals, such as revenue growth or operating cash flow patterns.
Dynagas |
Dynagas LNG Polynomial Regression Price Forecast For the 20th of December
Given 90 days horizon, the Polynomial Regression forecasted value of Dynagas LNG Partners on the next trading day is expected to be 4.47 with a mean absolute deviation of 0.13, mean absolute percentage error of 0.02, and the sum of the absolute errors of 7.95.Please note that although there have been many attempts to predict Dynagas 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 Dynagas LNG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Dynagas LNG Stock Forecast Pattern
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Dynagas LNG Forecasted Value
In the context of forecasting Dynagas LNG'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. Dynagas LNG's downside and upside margins for the forecasting period are 1.99 and 6.94, respectively. We have considered Dynagas LNG'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.
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 Dynagas LNG stock data series using in forecasting. Note that when a statistical model is used to represent Dynagas LNG 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.| AIC | Akaike Information Criteria | 116.1516 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1282 |
| MAPE | Mean absolute percentage error | 0.0309 |
| SAE | Sum of the absolute errors | 7.949 |
Predictive Modules for Dynagas LNG
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dynagas LNG Partners. 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.Other Forecasting Options for Dynagas LNG
For every potential investor in Dynagas, whether a beginner or expert, Dynagas LNG's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Dynagas Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Dynagas. Basic forecasting techniques help filter out the noise by identifying Dynagas LNG's price trends.Dynagas LNG 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 Dynagas LNG stock to make a market-neutral strategy. Peer analysis of Dynagas LNG could also be used in its relative valuation, which is a method of valuing Dynagas LNG by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Dynagas LNG Partners 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 Dynagas LNG'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 Dynagas LNG's current price.| Cycle Indicators | ||
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| Momentum Indicators | ||
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Dynagas LNG Market Strength Events
Market strength indicators help investors to evaluate how Dynagas LNG stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Dynagas LNG shares will generate the highest return on investment. By undertsting and applying Dynagas LNG stock market strength indicators, traders can identify Dynagas LNG Partners entry and exit signals to maximize returns.
| Accumulation Distribution | 2927.62 | |||
| Daily Balance Of Power | (0.14) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 4.45 | |||
| Day Typical Price | 4.42 | |||
| Price Action Indicator | (0.11) | |||
| Period Momentum Indicator | (0.04) |
Dynagas LNG Risk Indicators
The analysis of Dynagas LNG'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 Dynagas LNG's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dynagas 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.
| Mean Deviation | 1.75 | |||
| Semi Deviation | 1.7 | |||
| Standard Deviation | 2.48 | |||
| Variance | 6.15 | |||
| Downside Variance | 3.84 | |||
| Semi Variance | 2.88 | |||
| Expected Short fall | (2.24) |
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 Dynagas LNG Partners is a strong investment it is important to analyze Dynagas LNG's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Dynagas LNG's future performance. For an informed investment choice regarding Dynagas Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Dynagas LNG to cross-verify your projections. You can also try the Piotroski F Score module to get Piotroski F Score based on the binary analysis strategy of nine different fundamentals.
Is Oil & Gas Storage & Transportation 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 Dynagas LNG. If investors know Dynagas 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 Dynagas LNG listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth (0.51) | Earnings Share 0.96 | Revenue Per Share 4.377 | Quarterly Revenue Growth (0) | Return On Assets 0.0464 |
The market value of Dynagas LNG Partners is measured differently than its book value, which is the value of Dynagas that is recorded on the company's balance sheet. Investors also form their own opinion of Dynagas LNG's value that differs from its market value or its book value, called intrinsic value, which is Dynagas LNG'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 Dynagas LNG's market value can be influenced by many factors that don't directly affect Dynagas LNG'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 Dynagas LNG's value and its price as these two are different measures arrived at by different means. Investors typically determine if Dynagas LNG is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Dynagas LNG'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.