Volkswagen Pink Sheet Forecast - 4 Period Moving Average
| VLKAF Stock | USD 119.83 8.96 6.96% |
The 4 Period Moving Average forecasted value of Volkswagen AG on the next trading day is expected to be 124.98 with a mean absolute deviation of 2.83 and the sum of the absolute errors of 164.39. Volkswagen Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Volkswagen's historical fundamentals, such as revenue growth or operating cash flow patterns.
Volkswagen |
Most investors in Volkswagen cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Volkswagen's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Volkswagen's price structures and extracts relationships that further increase the generated results' accuracy.
A four-period moving average forecast model for Volkswagen AG is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility. Volkswagen 4 Period Moving Average Price Forecast For the 16th of June 2024
Given 90 days horizon, the 4 Period Moving Average forecasted value of Volkswagen AG on the next trading day is expected to be 124.98 with a mean absolute deviation of 2.83, mean absolute percentage error of 13.72, and the sum of the absolute errors of 164.39.Please note that although there have been many attempts to predict Volkswagen 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 Volkswagen's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Volkswagen Pink Sheet Forecast Pattern
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Volkswagen Forecasted Value
In the context of forecasting Volkswagen'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. Volkswagen's downside and upside margins for the forecasting period are 123.03 and 126.94, respectively. We have considered Volkswagen'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Volkswagen pink sheet data series using in forecasting. Note that when a statistical model is used to represent Volkswagen 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.| AIC | Akaike Information Criteria | 115.2161 |
| Bias | Arithmetic mean of the errors | 0.7749 |
| MAD | Mean absolute deviation | 2.8344 |
| MAPE | Mean absolute percentage error | 0.0206 |
| SAE | Sum of the absolute errors | 164.395 |
Predictive Modules for Volkswagen
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Volkswagen 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Volkswagen's 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 Volkswagen
For every potential investor in Volkswagen, whether a beginner or expert, Volkswagen's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Volkswagen Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Volkswagen. Basic forecasting techniques help filter out the noise by identifying Volkswagen's price trends.Volkswagen 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 Volkswagen pink sheet to make a market-neutral strategy. Peer analysis of Volkswagen could also be used in its relative valuation, which is a method of valuing Volkswagen by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Volkswagen 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 Volkswagen'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 Volkswagen's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Volkswagen Market Strength Events
Market strength indicators help investors to evaluate how Volkswagen 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 Volkswagen shares will generate the highest return on investment. By undertsting and applying Volkswagen pink sheet market strength indicators, traders can identify Volkswagen AG entry and exit signals to maximize returns.
| Accumulation Distribution | 58.41 | |||
| Daily Balance Of Power | (1.17) | |||
| Rate Of Daily Change | 0.93 | |||
| Day Median Price | 122.09 | |||
| Day Typical Price | 121.33 | |||
| Market Facilitation Index | 0.008 | |||
| Price Action Indicator | (6.73) | |||
| Period Momentum Indicator | (8.96) | |||
| Relative Strength Index | 52.58 |
Volkswagen Risk Indicators
The analysis of Volkswagen'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 Volkswagen's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting volkswagen 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.
| Mean Deviation | 1.53 | |||
| Standard Deviation | 1.86 | |||
| Variance | 3.46 |
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.
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Other Information on Investing in Volkswagen Pink Sheet
Volkswagen financial ratios help investors to determine whether Volkswagen Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Volkswagen with respect to the benefits of owning Volkswagen security.