TMD Energy Stock Forward View - Triple Exponential Smoothing

TMDE Stock   0.62  0.06  8.82%   
TMD Stock outlook is based on your current time horizon. Investors can use this forecasting interface to forecast TMD Energy stock prices and determine the direction of TMD Energy Limited's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of TMD Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time, the value of RSI of TMD Energy's share price is approaching 46. This usually implies that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling TMD Energy, making its price go up or down.

Momentum 46

 Impartial

 
Oversold
 
Overbought
The successful prediction of TMD Energy's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of TMD Energy and does not consider all of the tangible or intangible factors available from TMD Energy's fundamental data. We analyze noise-free headlines and recent hype associated with TMD Energy Limited, which may create opportunities for some arbitrage if properly timed.
Using TMD Energy hype-based prediction, you can estimate the value of TMD Energy Limited from the perspective of TMD Energy response to recently generated media hype and the effects of current headlines on its competitors.
The Triple Exponential Smoothing forecasted value of TMD Energy Limited on the next trading day is expected to be 0.60 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.69.

TMD Energy after-hype prediction price

    
  USD 0.62  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of TMD Energy to cross-verify your projections.

TMD Energy Additional Predictive Modules

Most predictive techniques to examine TMD price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for TMD using various technical indicators. When you analyze TMD charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Triple exponential smoothing for TMD Energy - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When TMD 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 trend in TMD Energy price movement. However, neither of these exponential smoothing models address any seasonality of TMD Energy Limited.

TMD Energy Triple Exponential Smoothing Price Forecast For the 30th of January

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of TMD Energy Limited on the next trading day is expected to be 0.60 with a mean absolute deviation of 0.05, mean absolute percentage error of 0.01, and the sum of the absolute errors of 2.69.
Please note that although there have been many attempts to predict TMD 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 TMD Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

TMD Energy Stock Forecast Pattern

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TMD Energy Forecasted Value

In the context of forecasting TMD 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. TMD Energy's downside and upside margins for the forecasting period are 0.01 and 19.78, respectively. We have considered TMD 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
0.62
0.60
Expected Value
19.78
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of TMD Energy stock data series using in forecasting. Note that when a statistical model is used to represent TMD 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 -0.0188
MADMean absolute deviation0.0456
MAPEMean absolute percentage error0.061
SAESum of the absolute errors2.69
As with simple exponential smoothing, in triple exponential smoothing models past TMD Energy observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older TMD Energy Limited observations.

Predictive Modules for TMD 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 TMD Energy Limited. 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 TMD 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
0.030.6219.80
Details
Intrinsic
Valuation
LowRealHigh
0.030.5719.75
Details

TMD Energy After-Hype Price Density Analysis

As far as predicting the price of TMD Energy at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in TMD Energy or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of TMD Energy, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

TMD Energy Estimiated After-Hype Price Volatility

In the context of predicting TMD Energy's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on TMD Energy's historical news coverage. TMD Energy's after-hype downside and upside margins for the prediction period are 0.03 and 19.80, respectively. We have considered TMD Energy's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
0.62
0.62
After-hype Price
19.80
Upside
TMD Energy is out of control at this time. Analysis and calculation of next after-hype price of TMD Energy Limited is based on 3 months time horizon.

TMD Energy Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as TMD Energy is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading TMD Energy backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with TMD Energy, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.84 
19.18
 0.00  
 0.00  
0 Events / Month
0 Events / Month
Within a week
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
0.62
0.62
0.00 
0.00  
Notes

TMD Energy Hype Timeline

TMD Energy Limited is at this time traded for 0.62. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. TMD is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is at this time at 0.84%. %. The volatility of related hype on TMD Energy is about 0.0%, with the expected price after the next announcement by competition of 0.62. About 85.0% of the company outstanding shares are owned by corporate insiders. The company has price-to-book ratio of 1.45. Typically companies with comparable Price to Book (P/B) are able to outperform the market in the long run. TMD Energy Limited had not issued any dividends in recent years. Given the investment horizon of 90 days the next forecasted press release will be within a week.
Check out Historical Fundamental Analysis of TMD Energy to cross-verify your projections.

TMD Energy Related Hype Analysis

Having access to credible news sources related to TMD Energy's direct competition is more important than ever and may enhance your ability to predict TMD Energy's future price movements. Getting to know how TMD Energy's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how TMD Energy may potentially react to the hype associated with one of its peers.

Other Forecasting Options for TMD Energy

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

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

TMD Energy Market Strength Events

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

TMD Energy Risk Indicators

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

Story Coverage note for TMD Energy

The number of cover stories for TMD Energy depends on current market conditions and TMD Energy's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that TMD Energy is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about TMD Energy's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

Our audience includes start-ups and big corporations as well as marketing, public relation firms, and advertising agencies, including technology and finance journalists. Our platform and its news and story outlet are popular among finance students, amateur traders, self-guided investors, entrepreneurs, retirees and baby boomers, academic researchers, financial advisers, as well as professional money managers - a very diverse and influential demographic landscape united by one goal - build optimal investment portfolios

TMD Energy Short Properties

TMD Energy's future price predictability will typically decrease when TMD Energy's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of TMD Energy Limited often depends not only on the future outlook of the potential TMD Energy's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. TMD Energy's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding23.1 M
Cash And Short Term Investments16.1 M
Shares FloatM
When determining whether TMD Energy Limited is a strong investment it is important to analyze TMD Energy'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 TMD Energy's future performance. For an informed investment choice regarding TMD Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of TMD Energy to cross-verify your projections.
You can also try the Analyst Advice module to analyst recommendations and target price estimates broken down by several categories.
Will Stock sector continue expanding? Could TMD diversify its offerings? Factors like these will boost the valuation of TMD Energy. If investors know TMD will grow in the future, the company's valuation will be higher. Accurate valuation requires analyzing both current fundamentals and future growth trajectories. Every TMD Energy data point contributes insight, yet successful analysis hinges on identifying the most consequential variables.
Understanding TMD Energy Limited requires distinguishing between market price and book value, where the latter reflects TMD's accounting equity. The concept of intrinsic value—what TMD Energy's is actually worth based on fundamentals—guides informed investors toward better entry and exit points. Seasoned market participants apply comprehensive analytical frameworks to derive fundamental worth and identify mispriced opportunities. Market sentiment, economic cycles, and investor behavior can push TMD Energy's price substantially above or below its fundamental value.
Please note, there is a significant difference between TMD Energy's value and its price as these two are different measures arrived at by different means. Investors typically determine if TMD Energy is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. In contrast, TMD Energy's trading price reflects the actual exchange value where willing buyers and sellers reach mutual agreement.