VBI Vaccines Stock Forecast - Polynomial Regression
The Polynomial Regression forecasted value of VBI Vaccines on the next trading day is expected to be -0.22 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.27. VBI Stock Forecast is based on your current time horizon.
VBI |
VBI Vaccines Polynomial Regression Price Forecast For the 25th of November
Given 90 days horizon, the Polynomial Regression forecasted value of VBI Vaccines on the next trading day is expected to be -0.22 with a mean absolute deviation of 0.05, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.27.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 |
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 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 | 112.8233 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0537 |
| MAPE | Mean absolute percentage error | 9.223372036854776E14 |
| SAE | Sum of the absolute errors | 3.2747 |
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.View VBI Vaccines Related Equities
| Risk & Return | Correlation |
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 | 8.31 | |||
| Standard Deviation | 19.77 | |||
| Variance | 390.7 |
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.
Thematic Opportunities
Explore Investment Opportunities
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in gross domestic product. You can also try the Analyst Advice module to analyst recommendations and target price estimates broken down by several categories.
Other Consideration for investing in VBI Stock
If you are still planning to invest in VBI Vaccines check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the VBI Vaccines' history and understand the potential risks before investing.
| Headlines Timeline Stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity | |
| Idea Optimizer Use advanced portfolio builder with pre-computed micro ideas to build optimal portfolio | |
| Portfolio Diagnostics Use generated alerts and portfolio events aggregator to diagnose current holdings | |
| Price Transformation Use Price Transformation models to analyze the depth of different equity instruments across global markets | |
| Analyst Advice Analyst recommendations and target price estimates broken down by several categories | |
| USA ETFs Find actively traded Exchange Traded Funds (ETF) in USA | |
| Sign In To Macroaxis Sign in to explore Macroaxis' wealth optimization platform and fintech modules | |
| Balance Of Power Check stock momentum by analyzing Balance Of Power indicator and other technical ratios | |
| Equity Analysis Research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities |