Air Transport Stock Forecast - Simple Regression
| ATSG Stock | USD 21.96 0.03 0.14% |
The Simple Regression forecasted value of Air Transport Services on the next trading day is expected to be 21.30 with a mean absolute deviation of 1.38 and the sum of the absolute errors of 84.38. Air Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Air Transport's historical fundamentals, such as revenue growth or operating cash flow patterns.
Air |
Air Transport Simple Regression Price Forecast For the 23rd of November
Given 90 days horizon, the Simple Regression forecasted value of Air Transport Services on the next trading day is expected to be 21.30 with a mean absolute deviation of 1.38, mean absolute percentage error of 2.50, and the sum of the absolute errors of 84.38.Please note that although there have been many attempts to predict Air 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 Air Transport's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Air Transport Stock Forecast Pattern
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Air Transport Forecasted Value
In the context of forecasting Air Transport'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. Air Transport's downside and upside margins for the forecasting period are 17.28 and 25.31, respectively. We have considered Air Transport'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Air Transport stock data series using in forecasting. Note that when a statistical model is used to represent Air Transport 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 | 119.0266 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.3832 |
| MAPE | Mean absolute percentage error | 0.0792 |
| SAE | Sum of the absolute errors | 84.3765 |
Predictive Modules for Air Transport
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Air Transport Services. 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 Air Transport'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 Air Transport
For every potential investor in Air, whether a beginner or expert, Air Transport's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Air Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Air. Basic forecasting techniques help filter out the noise by identifying Air Transport's price trends.Air Transport 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 Air Transport stock to make a market-neutral strategy. Peer analysis of Air Transport could also be used in its relative valuation, which is a method of valuing Air Transport by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Air Transport Services 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 Air Transport'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 Air Transport's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Air Transport Market Strength Events
Market strength indicators help investors to evaluate how Air Transport stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Air Transport shares will generate the highest return on investment. By undertsting and applying Air Transport stock market strength indicators, traders can identify Air Transport Services entry and exit signals to maximize returns.
Air Transport Risk Indicators
The analysis of Air Transport'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 Air Transport's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting air 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 | 2.05 | |||
| Semi Deviation | 1.89 | |||
| Standard Deviation | 3.99 | |||
| Variance | 15.9 | |||
| Downside Variance | 6.25 | |||
| Semi Variance | 3.56 | |||
| Expected Short fall | (2.53) |
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 Air Transport Services is a strong investment it is important to analyze Air Transport'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 Air Transport's future performance. For an informed investment choice regarding Air Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Air Transport to cross-verify your projections. You can also try the Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.
Is Air Freight & Logistics 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 Air Transport. If investors know Air 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 Air Transport 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 (0.77) | Earnings Share (0.01) | Revenue Per Share 30.203 | Quarterly Revenue Growth (0.1) | Return On Assets 0.0149 |
The market value of Air Transport Services is measured differently than its book value, which is the value of Air that is recorded on the company's balance sheet. Investors also form their own opinion of Air Transport's value that differs from its market value or its book value, called intrinsic value, which is Air Transport'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 Air Transport's market value can be influenced by many factors that don't directly affect Air Transport'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 Air Transport's value and its price as these two are different measures arrived at by different means. Investors typically determine if Air Transport is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Air Transport'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.