Esports Entertainment Pink Sheet Forecast - Polynomial Regression

GMBLPDelisted Preferred Stock  USD 5.90  0.12  1.99%   
The Polynomial Regression forecasted value of Esports Entertainment Group on the next trading day is expected to be 5.94 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.20. Esports Pink Sheet Forecast is based on your current time horizon.
  
Esports Entertainment polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Esports Entertainment Group as well as the accuracy indicators are determined from the period prices.

Esports Entertainment Polynomial Regression Price Forecast For the 1st of December

Given 90 days horizon, the Polynomial Regression forecasted value of Esports Entertainment Group on the next trading day is expected to be 5.94 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.02, and the sum of the absolute errors of 7.20.
Please note that although there have been many attempts to predict Esports 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 Esports Entertainment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Esports Entertainment Pink Sheet Forecast Pattern

Backtest Esports EntertainmentEsports Entertainment Price PredictionBuy or Sell Advice 

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 Esports Entertainment pink sheet data series using in forecasting. Note that when a statistical model is used to represent Esports Entertainment 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 Criteria114.3095
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1181
MAPEMean absolute percentage error0.0239
SAESum of the absolute errors7.2024
A single variable polynomial regression model attempts to put a curve through the Esports Entertainment 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 Esports Entertainment

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Esports Entertainment. 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
5.905.905.90
Details
Intrinsic
Valuation
LowRealHigh
4.694.696.49
Details

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

Esports Entertainment Market Strength Events

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

Esports Entertainment Risk Indicators

The analysis of Esports Entertainment'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 Esports Entertainment's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting esports 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.

Pair Trading with Esports Entertainment

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Esports Entertainment position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Esports Entertainment will appreciate offsetting losses from the drop in the long position's value.

Moving together with Esports Pink Sheet

  0.75FLUT Flutter Entertainment plcPairCorr

Moving against Esports Pink Sheet

  0.91GMBL Esports EntertainmentPairCorr
  0.85EBET Ebet IncPairCorr
  0.69GMBLZ Esports EntertainmentPairCorr
  0.69EVKG Ever Glory InternatiPairCorr
  0.64TFRFF TefronPairCorr
The ability to find closely correlated positions to Esports Entertainment could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Esports Entertainment when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Esports Entertainment - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Esports Entertainment Group to buy it.
The correlation of Esports Entertainment is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Esports Entertainment moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Esports Entertainment moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Esports Entertainment can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
Check out Risk vs Return Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in bureau of economic analysis.
You can also try the Earnings Calls module to check upcoming earnings announcements updated hourly across public exchanges.

Other Consideration for investing in Esports Pink Sheet

If you are still planning to invest in Esports Entertainment check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Esports Entertainment's history and understand the potential risks before investing.
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