TMD Energy Stock Forecast - Naive Prediction
| TMDE Stock | 0.54 0 0.37% |
The Naive Prediction forecasted value of TMD Energy Limited on the next trading day is expected to be 0.45 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.35. TMD Stock Forecast 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 present, TMD Energy's Receivables Turnover is projected to drop based on the last few years of reporting. The current year's Asset Turnover is expected to grow to 7.66, whereas Inventory Turnover is forecasted to decline to 46.91. . As of December 26, 2025, Common Stock Shares Outstanding is expected to decline to about 18.5 M. TMD Energy Cash Forecast
Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the TMD Energy's financial statements to predict how it will affect future prices.
Cash | First Reported 2010-12-31 | Previous Quarter 16.1 M | Current Value 11.8 M | Quarterly Volatility 2.1 M |
TMD Energy Naive Prediction Price Forecast For the 27th of December
Given 90 days horizon, the Naive Prediction forecasted value of TMD Energy Limited on the next trading day is expected to be 0.45 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.35.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 5.44, 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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Naive Prediction 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.| AIC | Akaike Information Criteria | 111.9744 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0386 |
| MAPE | Mean absolute percentage error | 0.0523 |
| SAE | Sum of the absolute errors | 2.3523 |
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.
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 Limited 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 TMD 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 TMD Energy's current price.| Cycle Indicators | ||
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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.
| Mean Deviation | 3.75 | |||
| Standard Deviation | 4.97 | |||
| Variance | 24.72 |
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.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 Headlines Timeline module to stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity.
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 TMD Energy. If investors know TMD 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 TMD 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 0.015 | Earnings Share 0.08 | Revenue Per Share | Quarterly Revenue Growth (0.11) | Return On Assets |
The market value of TMD Energy Limited is measured differently than its book value, which is the value of TMD that is recorded on the company's balance sheet. Investors also form their own opinion of TMD Energy's value that differs from its market value or its book value, called intrinsic value, which is TMD 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 TMD Energy's market value can be influenced by many factors that don't directly affect TMD 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 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. However, TMD 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.