Virgin Galactic Stock Forecast - Double Exponential Smoothing

SPCE Stock  MXN 53.29  2.87  5.11%   
The Double Exponential Smoothing forecasted value of Virgin Galactic Holdings on the next trading day is expected to be 52.87 with a mean absolute deviation of 2.48 and the sum of the absolute errors of 148.62. Virgin Stock Forecast is based on your current time horizon.
At this time the value of rsi of Virgin Galactic's share price is below 20 . This usually implies that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Virgin Galactic's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Virgin Galactic Holdings, which may create opportunities for some arbitrage if properly timed.
Using Virgin Galactic hype-based prediction, you can estimate the value of Virgin Galactic Holdings from the perspective of Virgin Galactic response to recently generated media hype and the effects of current headlines on its competitors.
The Double Exponential Smoothing forecasted value of Virgin Galactic Holdings on the next trading day is expected to be 52.87 with a mean absolute deviation of 2.48 and the sum of the absolute errors of 148.62.

Virgin Galactic after-hype prediction price

    
  MXN 56.16  
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 Virgin Galactic to cross-verify your projections.

Virgin Galactic Additional Predictive Modules

Most predictive techniques to examine Virgin price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Virgin using various technical indicators. When you analyze Virgin 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.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Virgin Galactic works best with periods where there are trends or seasonality.

Virgin Galactic Double Exponential Smoothing Price Forecast For the 25th of January

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Virgin Galactic Holdings on the next trading day is expected to be 52.87 with a mean absolute deviation of 2.48, mean absolute percentage error of 11.88, and the sum of the absolute errors of 148.62.
Please note that although there have been many attempts to predict Virgin 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 Virgin Galactic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Virgin Galactic Stock Forecast Pattern

Backtest Virgin GalacticVirgin Galactic Price PredictionBuy or Sell Advice 

Virgin Galactic Forecasted Value

In the context of forecasting Virgin Galactic'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. Virgin Galactic's downside and upside margins for the forecasting period are 48.00 and 57.74, respectively. We have considered Virgin Galactic'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
53.29
52.87
Expected Value
57.74
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Virgin Galactic stock data series using in forecasting. Note that when a statistical model is used to represent Virgin Galactic 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 -0.5023
MADMean absolute deviation2.4769
MAPEMean absolute percentage error0.0388
SAESum of the absolute errors148.6167
When Virgin Galactic Holdings 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 Virgin Galactic Holdings trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Virgin Galactic observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Virgin Galactic

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Virgin Galactic 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.
Hype
Prediction
LowEstimatedHigh
51.2956.1661.03
Details
Intrinsic
Valuation
LowRealHigh
46.9551.8256.69
Details
Bollinger
Band Projection (param)
LowMiddleHigh
45.1561.2277.28
Details

Virgin Galactic After-Hype Price Prediction Density Analysis

As far as predicting the price of Virgin Galactic 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 Virgin Galactic 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 Virgin Galactic, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Virgin Galactic Estimiated After-Hype Price Volatility

In the context of predicting Virgin Galactic's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Virgin Galactic's historical news coverage. Virgin Galactic's after-hype downside and upside margins for the prediction period are 51.29 and 61.03, respectively. We have considered Virgin Galactic'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
53.29
56.16
After-hype Price
61.03
Upside
Virgin Galactic is very steady at this time. Analysis and calculation of next after-hype price of Virgin Galactic Holdings is based on 3 months time horizon.

Virgin Galactic Stock Price Prediction Analysis

Have you ever been surprised when a price of a Company such as Virgin Galactic is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Virgin Galactic 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 Virgin Galactic, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.47 
4.87
 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
53.29
56.16
0.00 
0.00  
Notes

Virgin Galactic Hype Timeline

Virgin Galactic Holdings is at this time traded for 53.29on Mexican Exchange of Mexico. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Virgin is anticipated 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 anticipated to be very small, whereas the daily expected return is at this time at -0.47%. %. The volatility of related hype on Virgin Galactic is about 0.0%, with the expected price after the next announcement by competition of 53.29. About 25.0% of the company outstanding shares are owned by corporate insiders. The company recorded a loss per share of 35.68. Virgin Galactic Holdings had not issued any dividends in recent years. Assuming the 90 days trading horizon the next anticipated press release will be within a week.
Check out Historical Fundamental Analysis of Virgin Galactic to cross-verify your projections.

Virgin Galactic Related Hype Analysis

Having access to credible news sources related to Virgin Galactic's direct competition is more important than ever and may enhance your ability to predict Virgin Galactic's future price movements. Getting to know how Virgin Galactic'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 Virgin Galactic may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Virgin Galactic

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

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

Virgin Galactic Market Strength Events

Market strength indicators help investors to evaluate how Virgin Galactic stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Virgin Galactic shares will generate the highest return on investment. By undertsting and applying Virgin Galactic stock market strength indicators, traders can identify Virgin Galactic Holdings entry and exit signals to maximize returns.

Virgin Galactic Risk Indicators

The analysis of Virgin Galactic'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 Virgin Galactic's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting virgin 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 Virgin Galactic

The number of cover stories for Virgin Galactic depends on current market conditions and Virgin Galactic's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Virgin Galactic 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 Virgin Galactic'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

Virgin Galactic Short Properties

Virgin Galactic's future price predictability will typically decrease when Virgin Galactic's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Virgin Galactic Holdings often depends not only on the future outlook of the potential Virgin Galactic'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. Virgin Galactic's indicators that are reflective of the short sentiment are summarized in the table below.
Float Shares181.39M
Average Daily Volume Last 10 Day75.67k
Average Daily Volume In Three Month241.3k

Additional Tools for Virgin Stock Analysis

When running Virgin Galactic's price analysis, check to measure Virgin Galactic's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Virgin Galactic is operating at the current time. Most of Virgin Galactic's value examination focuses on studying past and present price action to predict the probability of Virgin Galactic's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Virgin Galactic's price. Additionally, you may evaluate how the addition of Virgin Galactic to your portfolios can decrease your overall portfolio volatility.