VHAI Pink Sheet Forecast - 4 Period Moving Average

VHAIDelisted Stock   0.01  0.0002  3.64%   
The 4 Period Moving Average forecasted value of VHAI on the next trading day is expected to be 0.01 with a mean absolute deviation of 0 and the sum of the absolute errors of 0.10. VHAI Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of VHAI's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for VHAI 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.

VHAI 4 Period Moving Average Price Forecast For the 2nd of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of VHAI on the next trading day is expected to be 0.01 with a mean absolute deviation of 0, mean absolute percentage error of 0.000015, and the sum of the absolute errors of 0.10.
Please note that although there have been many attempts to predict VHAI 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 VHAI's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

VHAI Pink Sheet Forecast Pattern

Backtest VHAIVHAI Price PredictionBuy or Sell Advice 

VHAI Forecasted Value

In the context of forecasting VHAI'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. VHAI's downside and upside margins for the forecasting period are 0.000057 and 13.81, respectively. We have considered VHAI'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
0.01
0.000057
Downside
0.01
Expected Value
13.81
Upside

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 VHAI pink sheet data series using in forecasting. Note that when a statistical model is used to represent VHAI 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 Criteria99.6356
BiasArithmetic mean of the errors 0.001
MADMean absolute deviation0.0018
MAPEMean absolute percentage error0.212
SAESum of the absolute errors0.1044
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of VHAI. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for VHAI and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for VHAI

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as VHAI. 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
0.000.0113.81
Details
Intrinsic
Valuation
LowRealHigh
0.000.0113.81
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as VHAI. Your research has to be compared to or analyzed against VHAI's peers to derive any actionable benefits. When done correctly, VHAI'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 VHAI.

Other Forecasting Options for VHAI

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

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

VHAI 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 VHAI'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 VHAI's current price.

VHAI Market Strength Events

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

VHAI Risk Indicators

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

Currently Active Assets on Macroaxis

Check out Historical Fundamental Analysis of VHAI to cross-verify your projections.
You can also try the Global Correlations module to find global opportunities by holding instruments from different markets.

Other Consideration for investing in VHAI Pink Sheet

If you are still planning to invest in VHAI 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 VHAI's history and understand the potential risks before investing.
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