Tsakos Energy Stock Forecast - Polynomial Regression
| TNP Stock | USD 26.23 0.29 1.09% |
The Polynomial Regression forecasted value of Tsakos Energy Navigation on the next trading day is expected to be 25.21 with a mean absolute deviation of 0.50 and the sum of the absolute errors of 30.58. Tsakos Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Tsakos Energy stock prices and determine the direction of Tsakos Energy Navigation's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Tsakos Energy's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Tsakos Energy's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Tsakos Energy's systematic risk associated with finding meaningful patterns of Tsakos Energy fundamentals over time.
Check out Historical Fundamental Analysis of Tsakos Energy to cross-verify your projections. Tsakos |
Open Interest Against 2024-05-17 Tsakos Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Tsakos Energy's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Tsakos Energy's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Tsakos Energy stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Tsakos Energy's open interest, investors have to compare it to Tsakos Energy's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Tsakos Energy is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Tsakos. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Tsakos Energy 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 Tsakos Energy's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Tsakos Energy's price structures and extracts relationships that further increase the generated results' accuracy.
Tsakos Energy polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Tsakos Energy Navigation as well as the accuracy indicators are determined from the period prices. Tsakos Energy Polynomial Regression Price Forecast For the 4th of May
Given 90 days horizon, the Polynomial Regression forecasted value of Tsakos Energy Navigation on the next trading day is expected to be 25.21 with a mean absolute deviation of 0.50, mean absolute percentage error of 0.37, and the sum of the absolute errors of 30.58.Please note that although there have been many attempts to predict Tsakos 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 Tsakos Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Tsakos Energy Stock Forecast Pattern
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Tsakos Energy Forecasted Value
In the context of forecasting Tsakos 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. Tsakos Energy's downside and upside margins for the forecasting period are 23.49 and 26.92, respectively. We have considered Tsakos 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.
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 Tsakos Energy stock data series using in forecasting. Note that when a statistical model is used to represent Tsakos 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.| AIC | Akaike Information Criteria | 117.1154 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.5013 |
| MAPE | Mean absolute percentage error | 0.02 |
| SAE | Sum of the absolute errors | 30.5801 |
Predictive Modules for Tsakos 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 Tsakos Energy Navigation. 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 Tsakos 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.
Other Forecasting Options for Tsakos Energy
For every potential investor in Tsakos, whether a beginner or expert, Tsakos Energy's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Tsakos Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Tsakos. Basic forecasting techniques help filter out the noise by identifying Tsakos Energy's price trends.Tsakos 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 Tsakos Energy stock to make a market-neutral strategy. Peer analysis of Tsakos Energy could also be used in its relative valuation, which is a method of valuing Tsakos Energy by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Tsakos Energy Navigation 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 Tsakos 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 Tsakos Energy's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Tsakos Energy Market Strength Events
Market strength indicators help investors to evaluate how Tsakos 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 Tsakos Energy shares will generate the highest return on investment. By undertsting and applying Tsakos Energy stock market strength indicators, traders can identify Tsakos Energy Navigation entry and exit signals to maximize returns.
| Accumulation Distribution | 6157.17 | |||
| Daily Balance Of Power | (0.49) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 26.21 | |||
| Day Typical Price | 26.21 | |||
| Price Action Indicator | (0.12) | |||
| Period Momentum Indicator | (0.29) | |||
| Relative Strength Index | 56.93 |
Tsakos Energy Risk Indicators
The analysis of Tsakos 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 Tsakos Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting tsakos 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 | 1.34 | |||
| Semi Deviation | 1.58 | |||
| Standard Deviation | 1.76 | |||
| Variance | 3.08 | |||
| Downside Variance | 2.88 | |||
| Semi Variance | 2.48 | |||
| Expected Short fall | (1.47) |
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 Tsakos Energy to cross-verify your projections. You can also try the Idea Analyzer module to analyze all characteristics, volatility and risk-adjusted return of Macroaxis ideas.
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Is Tsakos Energy's industry 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 Tsakos Energy. If investors know Tsakos 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 Tsakos Energy 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 (0.73) | Dividend Share 0.6 | Earnings Share 9.04 | Revenue Per Share 30.149 | Quarterly Revenue Growth (0.18) |
The market value of Tsakos Energy Navigation is measured differently than its book value, which is the value of Tsakos that is recorded on the company's balance sheet. Investors also form their own opinion of Tsakos Energy's value that differs from its market value or its book value, called intrinsic value, which is Tsakos 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 Tsakos Energy's market value can be influenced by many factors that don't directly affect Tsakos 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 Tsakos Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if Tsakos Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Tsakos 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.