VBI Vaccines Stock Forecast - Naive Prediction
VBIVQ Stock | 0.0005 0.00 0.000004% |
The Naive Prediction forecasted value of VBI Vaccines on the next trading day is expected to be 0 with a mean absolute deviation of 0.0009 and the sum of the absolute errors of 0.06. VBI Stock Forecast is based on your current time horizon. Although VBI Vaccines' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of VBI Vaccines' systematic risk associated with finding meaningful patterns of VBI Vaccines fundamentals over time.
VBI |
VBI Vaccines Cash Forecast
Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the VBI Vaccines' financial statements to estimate their effects on upcoming price movements.
Cash | First Reported 2010-12-31 | Previous Quarter 23.7 M | Current Value 22.5 M | Quarterly Volatility 27.2 M |
VBI Vaccines Naive Prediction Price Forecast For the 27th of December
Given 90 days horizon, the Naive Prediction forecasted value of VBI Vaccines on the next trading day is expected to be 0 with a mean absolute deviation of 0.0009, mean absolute percentage error of 0.00000285, and the sum of the absolute errors of 0.06.Please note that although there have been many attempts to predict VBI 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 VBI Vaccines' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
VBI Vaccines Stock Forecast Pattern
Backtest VBI Vaccines | VBI Vaccines Price Prediction | Buy or Sell Advice |
VBI Vaccines Forecasted Value
In the context of forecasting VBI Vaccines' 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. VBI Vaccines' downside and upside margins for the forecasting period are 0.000005 and 29.86, respectively. We have considered VBI Vaccines' 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 VBI Vaccines stock data series using in forecasting. Note that when a statistical model is used to represent VBI Vaccines 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 | 105.3437 |
Bias | Arithmetic mean of the errors | None |
MAD | Mean absolute deviation | 9.0E-4 |
MAPE | Mean absolute percentage error | 0.7343 |
SAE | Sum of the absolute errors | 0.056 |
Predictive Modules for VBI Vaccines
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as VBI Vaccines. 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 VBI Vaccines' 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 VBI Vaccines
For every potential investor in VBI, whether a beginner or expert, VBI Vaccines' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. VBI Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in VBI. Basic forecasting techniques help filter out the noise by identifying VBI Vaccines' price trends.VBI Vaccines 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 VBI Vaccines stock to make a market-neutral strategy. Peer analysis of VBI Vaccines could also be used in its relative valuation, which is a method of valuing VBI Vaccines by comparing valuation metrics with similar companies.
Risk & Return | Correlation |
VBI Vaccines 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 VBI Vaccines' 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 VBI Vaccines' current price.Cycle Indicators | ||
Math Operators | ||
Math Transform | ||
Momentum Indicators | ||
Overlap Studies | ||
Pattern Recognition | ||
Price Transform | ||
Statistic Functions | ||
Volatility Indicators | ||
Volume Indicators |
VBI Vaccines Market Strength Events
Market strength indicators help investors to evaluate how VBI Vaccines stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading VBI Vaccines shares will generate the highest return on investment. By undertsting and applying VBI Vaccines stock market strength indicators, traders can identify VBI Vaccines entry and exit signals to maximize returns.
Accumulation Distribution | 0.17 | |||
Rate Of Daily Change | 1.0 | |||
Day Median Price | 6.0E-4 | |||
Day Typical Price | 5.0E-4 | |||
Market Facilitation Index | 1.0E-4 | |||
Price Action Indicator | (0.00005) | |||
Relative Strength Index | 28.59 |
VBI Vaccines Risk Indicators
The analysis of VBI Vaccines' 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 VBI Vaccines' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting vbi 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 | 14.22 | |||
Standard Deviation | 29.43 | |||
Variance | 865.83 |
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.
Pair Trading with VBI Vaccines
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if VBI Vaccines position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in VBI Vaccines will appreciate offsetting losses from the drop in the long position's value.Moving together with VBI Stock
Moving against VBI Stock
0.53 | EPRX | Eupraxia Pharmaceuticals | PairCorr |
0.48 | GRCE | Grace Therapeutics, Symbol Change | PairCorr |
0.44 | FBIOP | Fortress Biotech Pref | PairCorr |
0.39 | FRTX | Fresh Tracks Therapeutics | PairCorr |
0.37 | UPB | Upstream Bio, | PairCorr |
The ability to find closely correlated positions to VBI Vaccines could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace VBI Vaccines when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back VBI Vaccines - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling VBI Vaccines to buy it.
The correlation of VBI Vaccines is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as VBI Vaccines moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if VBI Vaccines moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for VBI Vaccines can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Additional Tools for VBI Stock Analysis
When running VBI Vaccines' price analysis, check to measure VBI Vaccines' 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 VBI Vaccines is operating at the current time. Most of VBI Vaccines' value examination focuses on studying past and present price action to predict the probability of VBI Vaccines' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move VBI Vaccines' price. Additionally, you may evaluate how the addition of VBI Vaccines to your portfolios can decrease your overall portfolio volatility.