Choom Holdings Pink Sheet Forecast - 4 Period Moving Average

The 4 Period Moving Average forecasted value of Choom Holdings on the next trading day is expected to be 0.00 with a mean absolute deviation of 0.00000439 and the sum of the absolute errors of 0.0003. Choom Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Choom Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Choom Holdings 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.

Choom Holdings 4 Period Moving Average Price Forecast For the 25th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Choom Holdings on the next trading day is expected to be 0.00 with a mean absolute deviation of 0.00000439, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0003.
Please note that although there have been many attempts to predict Choom 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 Choom Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Choom Holdings Pink Sheet Forecast Pattern

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Choom Holdings Forecasted Value

In the context of forecasting Choom Holdings' 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. Choom Holdings' downside and upside margins for the forecasting period are 0.00 and 12.50, respectively. We have considered Choom Holdings' 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
0.00
0.00
Expected Value
12.50
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 Choom Holdings pink sheet data series using in forecasting. Note that when a statistical model is used to represent Choom Holdings 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 Criteria88.9239
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors3.0E-4
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 Choom Holdings. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Choom Holdings and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Choom Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Choom Holdings. 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
0.000.0012.50
Details
Intrinsic
Valuation
LowRealHigh
0.000.0012.50
Details

Other Forecasting Options for Choom Holdings

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

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Choom Holdings 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 Choom Holdings' 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 Choom Holdings' current price.

Choom Holdings Risk Indicators

The analysis of Choom Holdings' 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 Choom Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting choom 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.

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Other Information on Investing in Choom Pink Sheet

Choom Holdings financial ratios help investors to determine whether Choom 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 Choom with respect to the benefits of owning Choom Holdings security.