HWGG Entertainment Pink Sheet Forecast - Simple Regression

HWGG Stock  USD 2.00  0.00  0.00%   
The Simple Regression forecasted value of HWGG Entertainment Limited on the next trading day is expected to be -4.73 with a mean absolute deviation of 4.45 and the sum of the absolute errors of 271.68. HWGG Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of HWGG Entertainment's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through HWGG Entertainment price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

HWGG Entertainment Simple Regression Price Forecast For the 26th of December

Given 90 days horizon, the Simple Regression forecasted value of HWGG Entertainment Limited on the next trading day is expected to be -4.73 with a mean absolute deviation of 4.45, mean absolute percentage error of 27.67, and the sum of the absolute errors of 271.68.
Please note that although there have been many attempts to predict HWGG 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 HWGG Entertainment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

HWGG Entertainment Pink Sheet Forecast Pattern

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HWGG Entertainment Forecasted Value

In the context of forecasting HWGG Entertainment'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. HWGG Entertainment's downside and upside margins for the forecasting period are 0.02 and 19.64, respectively. We have considered HWGG Entertainment'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
2.00
-4.73
Expected Value
19.64
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of HWGG Entertainment pink sheet data series using in forecasting. Note that when a statistical model is used to represent HWGG 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 Criteria121.4309
BiasArithmetic mean of the errors None
MADMean absolute deviation4.4538
MAPEMean absolute percentage error1.6302
SAESum of the absolute errors271.6843
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as HWGG Entertainment Limited historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for HWGG 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 HWGG 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
0.102.0026.37
Details
Intrinsic
Valuation
LowRealHigh
0.101.9226.29
Details
Bollinger
Band Projection (param)
LowMiddleHigh
-9.818.6327.08
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as HWGG Entertainment. Your research has to be compared to or analyzed against HWGG Entertainment's peers to derive any actionable benefits. When done correctly, HWGG Entertainment'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 HWGG Entertainment.

Other Forecasting Options for HWGG Entertainment

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

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

HWGG Entertainment 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 HWGG Entertainment'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 HWGG Entertainment's current price.

HWGG Entertainment Market Strength Events

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

HWGG Entertainment Risk Indicators

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

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Other Information on Investing in HWGG Pink Sheet

HWGG Entertainment financial ratios help investors to determine whether HWGG 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 HWGG with respect to the benefits of owning HWGG Entertainment security.