VMG Consumer Stock Forecast - Naive Prediction

VMGADelisted Stock  USD 10.41  0.00  0.00%   
The Naive Prediction forecasted value of VMG Consumer Acquisition on the next trading day is expected to be 10.39 with a mean absolute deviation of 0.01 and the sum of the absolute errors of 0.48. VMG Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast VMG Consumer stock prices and determine the direction of VMG Consumer Acquisition's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of VMG Consumer's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for VMG Consumer is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of VMG Consumer Acquisition 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.

VMG Consumer Naive Prediction Price Forecast For the 2nd of December

Given 90 days horizon, the Naive Prediction forecasted value of VMG Consumer Acquisition on the next trading day is expected to be 10.39 with a mean absolute deviation of 0.01, mean absolute percentage error of 0.0001, and the sum of the absolute errors of 0.48.
Please note that although there have been many attempts to predict VMG 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 VMG Consumer's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

VMG Consumer Stock Forecast Pattern

Backtest VMG ConsumerVMG Consumer Price PredictionBuy or Sell Advice 

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 VMG Consumer stock data series using in forecasting. Note that when a statistical model is used to represent VMG Consumer 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 Criteria109.061
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0078
MAPEMean absolute percentage error8.0E-4
SAESum of the absolute errors0.4759
This model is not at all useful as a medium-long range forecasting tool of VMG Consumer Acquisition. 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 VMG Consumer. 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 VMG Consumer

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as VMG Consumer Acquisition. 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
10.4110.4110.41
Details
Intrinsic
Valuation
LowRealHigh
8.838.8311.45
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.4010.4110.42
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as VMG Consumer. Your research has to be compared to or analyzed against VMG Consumer's peers to derive any actionable benefits. When done correctly, VMG Consumer'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 VMG Consumer Acquisition.

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

VMG Consumer Market Strength Events

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

VMG Consumer Risk Indicators

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

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.
Check out World Market Map to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in price.
You can also try the Latest Portfolios module to quick portfolio dashboard that showcases your latest portfolios.

Other Consideration for investing in VMG Stock

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