VBG Group Stock Forecast - Double Exponential Smoothing

VBG-B Stock  SEK 292.00  1.00  0.34%   
The Double Exponential Smoothing forecasted value of VBG Group AB on the next trading day is expected to be 290.15 with a mean absolute deviation of 5.67 and the sum of the absolute errors of 340.21. VBG Stock Forecast is based on your current time horizon.
  
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 VBG Group works best with periods where there are trends or seasonality.

VBG Group Double Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of VBG Group AB on the next trading day is expected to be 290.15 with a mean absolute deviation of 5.67, mean absolute percentage error of 77.61, and the sum of the absolute errors of 340.21.
Please note that although there have been many attempts to predict VBG 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 VBG Group's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

VBG Group Stock Forecast Pattern

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VBG Group Forecasted Value

In the context of forecasting VBG Group'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. VBG Group's downside and upside margins for the forecasting period are 287.74 and 292.56, respectively. We have considered VBG Group'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
292.00
287.74
Downside
290.15
Expected Value
292.56
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 VBG Group stock data series using in forecasting. Note that when a statistical model is used to represent VBG Group 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 -1.1986
MADMean absolute deviation5.6701
MAPEMean absolute percentage error0.0166
SAESum of the absolute errors340.2066
When VBG Group AB 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 VBG Group AB 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 VBG Group observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for VBG Group

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as VBG Group AB. 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
289.59292.00294.41
Details
Intrinsic
Valuation
LowRealHigh
262.80318.62321.04
Details
Bollinger
Band Projection (param)
LowMiddleHigh
282.17296.25310.33
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as VBG Group. Your research has to be compared to or analyzed against VBG Group's peers to derive any actionable benefits. When done correctly, VBG Group's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in VBG Group AB.

Other Forecasting Options for VBG Group

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

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

VBG Group AB 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 VBG Group'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 VBG Group's current price.

VBG Group Market Strength Events

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

VBG Group Risk Indicators

The analysis of VBG Group'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 VBG Group's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting vbg 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for VBG Stock Analysis

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