Eco Innovation Pink Sheet Forecast - Double Exponential Smoothing

ECOX Stock  USD 0.0001  0.00  0.00%   
The Double Exponential Smoothing forecasted value of Eco Innovation Group on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00000339 and the sum of the absolute errors of 0.0002. Eco Pink Sheet Forecast is based on your current time horizon.
  
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 Eco Innovation works best with periods where there are trends or seasonality.

Eco Innovation Double Exponential Smoothing Price Forecast For the 1st of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Eco Innovation Group on the next trading day is expected to be 0.0001 with a mean absolute deviation of 0.00000339, mean absolute percentage error of 0, and the sum of the absolute errors of 0.0002.
Please note that although there have been many attempts to predict Eco 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 Eco Innovation's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Eco Innovation Pink Sheet Forecast Pattern

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Eco Innovation Forecasted Value

In the context of forecasting Eco Innovation'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. Eco Innovation's downside and upside margins for the forecasting period are 0.000001 and 178.19, respectively. We have considered Eco Innovation'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
0.000001
Downside
0.0001
Expected Value
178.19
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 Eco Innovation pink sheet data series using in forecasting. Note that when a statistical model is used to represent Eco Innovation 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 error9.223372036854776E14
SAESum of the absolute errors2.0E-4
When Eco Innovation Group 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 Eco Innovation Group 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 Eco Innovation observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Eco Innovation

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Eco Innovation Group. 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
0.000.000150.01
Details
Intrinsic
Valuation
LowRealHigh
0.000.00006350.01
Details
Bollinger
Band Projection (param)
LowMiddleHigh
0.00010.00010.0001
Details

Other Forecasting Options for Eco Innovation

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

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

Eco Innovation Group 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 Eco Innovation'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 Eco Innovation's current price.

Eco Innovation Market Strength Events

Market strength indicators help investors to evaluate how Eco Innovation 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 Eco Innovation shares will generate the highest return on investment. By undertsting and applying Eco Innovation pink sheet market strength indicators, traders can identify Eco Innovation Group 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 Eco Pink Sheet Analysis

When running Eco Innovation's price analysis, check to measure Eco Innovation'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 Eco Innovation is operating at the current time. Most of Eco Innovation's value examination focuses on studying past and present price action to predict the probability of Eco Innovation's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Eco Innovation's price. Additionally, you may evaluate how the addition of Eco Innovation to your portfolios can decrease your overall portfolio volatility.