Bavarian Nordic Pink Sheet Forecast - Triple Exponential Smoothing

BVNRY Stock  USD 8.84  0.12  1.34%   
The Triple Exponential Smoothing forecasted value of Bavarian Nordic AS on the next trading day is expected to be 8.85 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.45. Bavarian Pink Sheet Forecast is based on your current time horizon.
  
Triple exponential smoothing for Bavarian Nordic - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Bavarian Nordic 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 trend in Bavarian Nordic price movement. However, neither of these exponential smoothing models address any seasonality of Bavarian Nordic AS.

Bavarian Nordic Triple Exponential Smoothing Price Forecast For the 23rd of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Bavarian Nordic AS on the next trading day is expected to be 8.85 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.08, and the sum of the absolute errors of 12.45.
Please note that although there have been many attempts to predict Bavarian Pink Sheet 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 Bavarian Nordic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Bavarian Nordic Pink Sheet Forecast Pattern

Backtest Bavarian NordicBavarian Nordic Price PredictionBuy or Sell Advice 

Bavarian Nordic Forecasted Value

In the context of forecasting Bavarian Nordic's Pink Sheet 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. Bavarian Nordic's downside and upside margins for the forecasting period are 5.94 and 11.75, respectively. We have considered Bavarian Nordic'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
8.84
8.85
Expected Value
11.75
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Bavarian Nordic pink sheet data series using in forecasting. Note that when a statistical model is used to represent Bavarian Nordic pink sheet, 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 -0.041
MADMean absolute deviation0.211
MAPEMean absolute percentage error0.0221
SAESum of the absolute errors12.4469
As with simple exponential smoothing, in triple exponential smoothing models past Bavarian Nordic observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Bavarian Nordic AS observations.

Predictive Modules for Bavarian Nordic

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bavarian Nordic AS. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
5.948.8411.74
Details
Intrinsic
Valuation
LowRealHigh
4.967.8610.76
Details

Other Forecasting Options for Bavarian Nordic

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

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

Bavarian Nordic AS Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Bavarian Nordic'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 Bavarian Nordic's current price.

Bavarian Nordic Market Strength Events

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

Bavarian Nordic Risk Indicators

The analysis of Bavarian Nordic'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 Bavarian Nordic's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bavarian pink sheet 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Bavarian Pink Sheet Analysis

When running Bavarian Nordic's price analysis, check to measure Bavarian Nordic'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 Bavarian Nordic is operating at the current time. Most of Bavarian Nordic's value examination focuses on studying past and present price action to predict the probability of Bavarian Nordic's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Bavarian Nordic's price. Additionally, you may evaluate how the addition of Bavarian Nordic to your portfolios can decrease your overall portfolio volatility.