Colombia Energy Pink Sheet Forecast - Triple Exponential Smoothing

CERX Stock  USD 0.0001  0.00  0.00%   
The Triple Exponential Smoothing forecasted value of Colombia Energy Resources on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00 and the sum of the absolute errors of 0.00. Colombia Pink Sheet Forecast is based on your current time horizon.
  
Triple exponential smoothing for Colombia Energy - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Colombia Energy 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 trend in Colombia Energy price movement. However, neither of these exponential smoothing models address any seasonality of Colombia Energy Resources.

Colombia Energy Triple Exponential Smoothing Price Forecast For the 31st of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Colombia Energy Resources on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00, mean absolute percentage error of 0.00, and the sum of the absolute errors of 0.00.
Please note that although there have been many attempts to predict Colombia 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 Colombia Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Colombia Energy Pink Sheet Forecast Pattern

Backtest Colombia EnergyColombia Energy Price PredictionBuy or Sell Advice 

Colombia Energy Forecasted Value

In the context of forecasting Colombia Energy'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. Colombia Energy's downside and upside margins for the forecasting period are 0.0001 and 0.0001, respectively. We have considered Colombia Energy'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
0.0001
0.0001
Downside
0.0001
Expected Value
0.0001
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Colombia Energy pink sheet data series using in forecasting. Note that when a statistical model is used to represent Colombia Energy 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 None
MADMean absolute deviation0.0
MAPEMean absolute percentage error0.0
SAESum of the absolute errors0.0
As with simple exponential smoothing, in triple exponential smoothing models past Colombia Energy observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Colombia Energy Resources observations.

Predictive Modules for Colombia Energy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Colombia Energy Resources. 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
0.000.00010.00
Details
Intrinsic
Valuation
LowRealHigh
0.000.0000840.00
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.00010.00010.0001
Details

Other Forecasting Options for Colombia Energy

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

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

Colombia Energy Resources 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 Colombia Energy'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 Colombia Energy's current price.

Colombia Energy Market Strength Events

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

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.

Additional Tools for Colombia Pink Sheet Analysis

When running Colombia Energy's price analysis, check to measure Colombia Energy's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Colombia Energy is operating at the current time. Most of Colombia Energy's value examination focuses on studying past and present price action to predict the probability of Colombia Energy's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Colombia Energy's price. Additionally, you may evaluate how the addition of Colombia Energy to your portfolios can decrease your overall portfolio volatility.