Eco Growth Pink Sheet Forecast - Polynomial Regression

ECGS Stock  USD 0.13  0.01  7.14%   
The Polynomial Regression forecasted value of Eco Growth Strategies on the next trading day is expected to be -0.02 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.47. Eco Pink Sheet Forecast is based on your current time horizon.
At this time the relative strength index (rsi) of Eco Growth's share price is below 20 suggesting that the pink sheet is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards.

Momentum 0

 Sell Peaked

 
Oversold
 
Overbought
The successful prediction of Eco Growth's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Eco Growth and does not consider all of the tangible or intangible factors available from Eco Growth's fundamental data. We analyze noise-free headlines and recent hype associated with Eco Growth Strategies, which may create opportunities for some arbitrage if properly timed.
Using Eco Growth hype-based prediction, you can estimate the value of Eco Growth Strategies from the perspective of Eco Growth response to recently generated media hype and the effects of current headlines on its competitors.
The Polynomial Regression forecasted value of Eco Growth Strategies on the next trading day is expected to be -0.02 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.47.

Eco Growth after-hype prediction price

    
  USD 0.13  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as pink sheet price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Eco Growth to cross-verify your projections.

Eco Growth Additional Predictive Modules

Most predictive techniques to examine Eco price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Eco using various technical indicators. When you analyze Eco charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Eco Growth polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Eco Growth Strategies as well as the accuracy indicators are determined from the period prices.

Eco Growth Polynomial Regression Price Forecast For the 3rd of January

Given 90 days horizon, the Polynomial Regression forecasted value of Eco Growth Strategies on the next trading day is expected to be -0.02 with a mean absolute deviation of 0.09, mean absolute percentage error of 0.01, and the sum of the absolute errors of 5.47.
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 Growth's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Eco Growth Pink Sheet Forecast Pattern

Backtest Eco GrowthEco Growth Price PredictionBuy or Sell Advice 

Eco Growth Forecasted Value

In the context of forecasting Eco Growth'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 Growth's downside and upside margins for the forecasting period are 0 and 24.04, respectively. We have considered Eco Growth'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
0.13
-0.02
Expected Value
24.04
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Eco Growth pink sheet data series using in forecasting. Note that when a statistical model is used to represent Eco Growth 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 Criteria113.6924
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0897
MAPEMean absolute percentage error0.3548
SAESum of the absolute errors5.4706
A single variable polynomial regression model attempts to put a curve through the Eco Growth historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Eco Growth

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 Growth Strategies. 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
0.010.1324.00
Details
Intrinsic
Valuation
LowRealHigh
0.010.1223.99
Details
Bollinger
Band Projection (param)
LowMiddleHigh
-0.040.340.73
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Eco Growth. Your research has to be compared to or analyzed against Eco Growth's peers to derive any actionable benefits. When done correctly, Eco Growth's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Eco Growth Strategies.

Other Forecasting Options for Eco Growth

For every potential investor in Eco, whether a beginner or expert, Eco Growth'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 Growth's price trends.

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

Eco Growth Strategies 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 Growth'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 Growth's current price.

Eco Growth Market Strength Events

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

Eco Growth Risk Indicators

The analysis of Eco Growth'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 Eco Growth's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting eco 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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Eco Pink Sheet Analysis

When running Eco Growth's price analysis, check to measure Eco Growth'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 Growth is operating at the current time. Most of Eco Growth's value examination focuses on studying past and present price action to predict the probability of Eco Growth'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 Growth's price. Additionally, you may evaluate how the addition of Eco Growth to your portfolios can decrease your overall portfolio volatility.