Vantage Towers Pink Sheet Forecast - Naive Prediction

VTAGY Stock  USD 19.54  0.00  0.00%   
The Naive Prediction forecasted value of Vantage Towers AG on the next trading day is expected to be 19.54 with a mean absolute deviation of 0 and the sum of the absolute errors of 0. Vantage Pink Sheet Forecast is based on your current time horizon.
  
A naive forecasting model for Vantage Towers is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Vantage Towers AG value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Vantage Towers Naive Prediction Price Forecast For the 1st of December

Given 90 days horizon, the Naive Prediction forecasted value of Vantage Towers AG on the next trading day is expected to be 19.54 with a mean absolute deviation of 0, mean absolute percentage error of 0, and the sum of the absolute errors of 0.
Please note that although there have been many attempts to predict Vantage 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 Vantage Towers' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Vantage Towers Pink Sheet Forecast Pattern

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Vantage Towers Forecasted Value

In the context of forecasting Vantage Towers' 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. Vantage Towers' downside and upside margins for the forecasting period are 19.54 and 19.54, respectively. We have considered Vantage Towers' 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
19.54
19.54
Expected Value
19.54
Upside

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 Vantage Towers pink sheet data series using in forecasting. Note that when a statistical model is used to represent Vantage Towers 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 Criteria56.2194
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
This model is not at all useful as a medium-long range forecasting tool of Vantage Towers AG. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Vantage Towers. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Vantage Towers

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Vantage Towers AG. 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
19.5419.5419.54
Details
Intrinsic
Valuation
LowRealHigh
19.5419.5419.54
Details
Bollinger
Band Projection (param)
LowMiddleHigh
19.5419.5419.54
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Vantage Towers. Your research has to be compared to or analyzed against Vantage Towers' peers to derive any actionable benefits. When done correctly, Vantage Towers' 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 Vantage Towers AG.

Other Forecasting Options for Vantage Towers

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

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

Vantage Towers AG 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 Vantage Towers' 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 Vantage Towers' current price.

Vantage Towers Market Strength Events

Market strength indicators help investors to evaluate how Vantage Towers 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 Vantage Towers shares will generate the highest return on investment. By undertsting and applying Vantage Towers pink sheet market strength indicators, traders can identify Vantage Towers AG entry and exit signals to maximize returns.

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 Vantage Pink Sheet Analysis

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