GungHo Online OTC Stock Forecast - Double Exponential Smoothing

GUNGF Stock  USD 15.65  0.00  0.00%   
The Double Exponential Smoothing forecasted value of GungHo Online Entertainment on the next trading day is expected to be 15.65 with a mean absolute deviation of  0.03  and the sum of the absolute errors of 1.56. GungHo OTC Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast GungHo Online stock prices and determine the direction of GungHo Online Entertainment's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of GungHo Online's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of GungHo Online to cross-verify your projections.
  
Most investors in GungHo Online cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the GungHo Online's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets GungHo Online's price structures and extracts relationships that further increase the generated results' accuracy.
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 GungHo Online works best with periods where there are trends or seasonality.

GungHo Online Double Exponential Smoothing Price Forecast For the 3rd of May

Given 90 days horizon, the Double Exponential Smoothing forecasted value of GungHo Online Entertainment on the next trading day is expected to be 15.65 with a mean absolute deviation of 0.03, mean absolute percentage error of 0.02, and the sum of the absolute errors of 1.56.
Please note that although there have been many attempts to predict GungHo OTC Stock 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 GungHo Online's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

GungHo Online OTC Stock Forecast Pattern

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GungHo Online Forecasted Value

In the context of forecasting GungHo Online's OTC Stock 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. GungHo Online's downside and upside margins for the forecasting period are 14.80 and 16.50, respectively. We have considered GungHo Online'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
15.65
15.65
Expected Value
16.50
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 GungHo Online otc stock data series using in forecasting. Note that when a statistical model is used to represent GungHo Online otc stock, 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 0.0167
MADMean absolute deviation0.026
MAPEMean absolute percentage error0.0016
SAESum of the absolute errors1.56
When GungHo Online Entertainment 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 GungHo Online Entertainment 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 GungHo Online observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for GungHo Online

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as GungHo Online Entert. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc stock 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 GungHo Online's 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
14.8015.6516.50
Details
Intrinsic
Valuation
LowRealHigh
14.3215.1716.02
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.5715.5715.57
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as GungHo Online. Your research has to be compared to or analyzed against GungHo Online's peers to derive any actionable benefits. When done correctly, GungHo Online'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 GungHo Online Entert.

Other Forecasting Options for GungHo Online

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

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

GungHo Online Entert Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of GungHo Online'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 GungHo Online's current price.

GungHo Online Market Strength Events

Market strength indicators help investors to evaluate how GungHo Online otc stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading GungHo Online shares will generate the highest return on investment. By undertsting and applying GungHo Online otc stock market strength indicators, traders can identify GungHo Online Entertainment entry and exit signals to maximize returns.

GungHo Online Risk Indicators

The analysis of GungHo Online'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 GungHo Online's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gungho otc stock 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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards GungHo Online in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, GungHo Online's short interest history, or implied volatility extrapolated from GungHo Online options trading.

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Check out Historical Fundamental Analysis of GungHo Online to cross-verify your projections.
Note that the GungHo Online Entert information on this page should be used as a complementary analysis to other GungHo Online's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Portfolio Dashboard module to portfolio dashboard that provides centralized access to all your investments.

Complementary Tools for GungHo OTC Stock analysis

When running GungHo Online's price analysis, check to measure GungHo Online'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 GungHo Online is operating at the current time. Most of GungHo Online's value examination focuses on studying past and present price action to predict the probability of GungHo Online's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move GungHo Online's price. Additionally, you may evaluate how the addition of GungHo Online to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between GungHo Online's value and its price as these two are different measures arrived at by different means. Investors typically determine if GungHo Online is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, GungHo Online's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.