Avance Gas Pink Sheet Forecast - Double Exponential Smoothing

AVACF Stock  USD 7.22  0.47  6.96%   
The Double Exponential Smoothing forecasted value of Avance Gas Holding on the next trading day is expected to be 7.06 with a mean absolute deviation of 0.27 and the sum of the absolute errors of 16.19. Avance Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Avance Gas' 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 Avance Gas works best with periods where there are trends or seasonality.

Avance Gas Double Exponential Smoothing Price Forecast For the 28th of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Avance Gas Holding on the next trading day is expected to be 7.06 with a mean absolute deviation of 0.27, mean absolute percentage error of 0.30, and the sum of the absolute errors of 16.19.
Please note that although there have been many attempts to predict Avance 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 Avance Gas' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Avance Gas Pink Sheet Forecast Pattern

Backtest Avance GasAvance Gas Price PredictionBuy or Sell Advice 

Avance Gas Forecasted Value

In the context of forecasting Avance Gas' 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. Avance Gas' downside and upside margins for the forecasting period are 1.74 and 12.38, respectively. We have considered Avance Gas' 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
7.22
7.06
Expected Value
12.38
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 Avance Gas pink sheet data series using in forecasting. Note that when a statistical model is used to represent Avance Gas 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 -0.0128
MADMean absolute deviation0.2744
MAPEMean absolute percentage error0.0322
SAESum of the absolute errors16.1904
When Avance Gas Holding 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 Avance Gas Holding 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 Avance Gas observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Avance Gas

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Avance Gas Holding. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Avance Gas' price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
1.516.7511.99
Details
Intrinsic
Valuation
LowRealHigh
0.846.0811.32
Details

Other Forecasting Options for Avance Gas

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

View Avance Gas Related Equities

 Risk & Return  Correlation

Avance Gas Holding 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 Avance Gas' 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 Avance Gas' current price.

Avance Gas Market Strength Events

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

Avance Gas Risk Indicators

The analysis of Avance Gas' 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 Avance Gas' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting avance 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 Avance Pink Sheet

Avance Gas financial ratios help investors to determine whether Avance 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 Avance with respect to the benefits of owning Avance Gas security.