DBM Global Pink Sheet Forecast - Double Exponential Smoothing

DBMG Stock  USD 75.00  5.00  7.14%   
The Double Exponential Smoothing forecasted value of DBM Global on the next trading day is expected to be 75.00 with a mean absolute deviation of 0.58 and the sum of the absolute errors of 34.28. DBM Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of DBM Global's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for DBM Global works best with periods where there are trends or seasonality.

DBM Global Double Exponential Smoothing Price Forecast For the 28th of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of DBM Global on the next trading day is expected to be 75.00 with a mean absolute deviation of 0.58, mean absolute percentage error of 8.60, and the sum of the absolute errors of 34.28.
Please note that although there have been many attempts to predict DBM 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 DBM Global's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

DBM Global Pink Sheet Forecast Pattern

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DBM Global Forecasted Value

In the context of forecasting DBM Global'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. DBM Global's downside and upside margins for the forecasting period are 68.73 and 81.27, respectively. We have considered DBM Global'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
75.00
75.00
Expected Value
81.27
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of DBM Global pink sheet data series using in forecasting. Note that when a statistical model is used to represent DBM Global 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 CriteriaHuge
BiasArithmetic mean of the errors -0.581
MADMean absolute deviation0.581
MAPEMean absolute percentage error0.009
SAESum of the absolute errors34.28
When DBM Global prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any DBM Global trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent DBM Global observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for DBM Global

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as DBM Global. 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
68.7375.0081.27
Details
Intrinsic
Valuation
LowRealHigh
48.8755.1482.50
Details
Bollinger
Band Projection (param)
LowMiddleHigh
27.5856.5485.51
Details

Other Forecasting Options for DBM Global

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

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

DBM Global 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 DBM Global'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 DBM Global's current price.

DBM Global Market Strength Events

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

DBM Global Risk Indicators

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

Other Information on Investing in DBM Pink Sheet

DBM Global financial ratios help investors to determine whether DBM 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 DBM with respect to the benefits of owning DBM Global security.