Ehang Holdings Stock Forecast - Polynomial Regression
| EH Stock | USD 15.52 0.53 3.54% |
The Polynomial Regression forecasted value of Ehang Holdings on the next trading day is expected to be 13.53 with a mean absolute deviation of 0.82 and the sum of the absolute errors of 50.07. Ehang Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Ehang Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
Ehang |
Ehang Holdings Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Ehang Holdings on the next trading day is expected to be 13.53 with a mean absolute deviation of 0.82, mean absolute percentage error of 1.30, and the sum of the absolute errors of 50.07.Please note that although there have been many attempts to predict Ehang 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 Ehang Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ehang Holdings Stock Forecast Pattern
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Ehang Holdings Forecasted Value
In the context of forecasting Ehang Holdings' 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. Ehang Holdings' downside and upside margins for the forecasting period are 6.93 and 20.13, respectively. We have considered Ehang Holdings' 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 Ehang Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Ehang Holdings 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 | 118.3708 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.8207 |
| MAPE | Mean absolute percentage error | 0.0538 |
| SAE | Sum of the absolute errors | 50.0656 |
Predictive Modules for Ehang Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ehang Holdings. 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 Ehang Holdings
For every potential investor in Ehang, whether a beginner or expert, Ehang Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Ehang Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Ehang. Basic forecasting techniques help filter out the noise by identifying Ehang Holdings' price trends.Ehang Holdings 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 Ehang Holdings stock to make a market-neutral strategy. Peer analysis of Ehang Holdings could also be used in its relative valuation, which is a method of valuing Ehang Holdings by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ehang Holdings 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 Ehang Holdings' 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 Ehang Holdings' current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
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| Volume Indicators |
Ehang Holdings Market Strength Events
Market strength indicators help investors to evaluate how Ehang Holdings stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ehang Holdings shares will generate the highest return on investment. By undertsting and applying Ehang Holdings stock market strength indicators, traders can identify Ehang Holdings entry and exit signals to maximize returns.
| Accumulation Distribution | 77942.18 | |||
| Daily Balance Of Power | 0.5096 | |||
| Rate Of Daily Change | 1.04 | |||
| Day Median Price | 15.47 | |||
| Day Typical Price | 15.49 | |||
| Price Action Indicator | 0.31 | |||
| Period Momentum Indicator | 0.53 |
Ehang Holdings Risk Indicators
The analysis of Ehang Holdings' 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 Ehang Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ehang 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 | 4.62 | |||
| Semi Deviation | 5.54 | |||
| Standard Deviation | 6.52 | |||
| Variance | 42.47 | |||
| Downside Variance | 33.82 | |||
| Semi Variance | 30.68 | |||
| Expected Short fall | (4.99) |
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 Ehang Holdings to cross-verify your projections. For more detail on how to invest in Ehang Stock please use our How to Invest in Ehang Holdings guide.You can also try the Equity Analysis module to research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities.
Is Aerospace & Defense 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 Ehang Holdings. If investors know Ehang 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 Ehang Holdings listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (0.54) | Revenue Per Share 3.923 | Quarterly Revenue Growth 9.196 | Return On Assets (0.21) | Return On Equity (0.71) |
The market value of Ehang Holdings is measured differently than its book value, which is the value of Ehang that is recorded on the company's balance sheet. Investors also form their own opinion of Ehang Holdings' value that differs from its market value or its book value, called intrinsic value, which is Ehang Holdings' 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 Ehang Holdings' market value can be influenced by many factors that don't directly affect Ehang Holdings' 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 Ehang Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if Ehang Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Ehang Holdings' 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.