SG Holdings Pink Sheet Forward View - Simple Exponential Smoothing

SGHDY Stock  USD 10.14  0.47  4.86%   
SGHDY Pink Sheet outlook is based on your current time horizon.
At this time the relative strength index (rsi) of SG Holdings' share price is below 20 . This usually implies 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 SG Holdings' future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with SG Holdings CoLtd, which may create opportunities for some arbitrage if properly timed.
Using SG Holdings hype-based prediction, you can estimate the value of SG Holdings CoLtd from the perspective of SG Holdings response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of SG Holdings CoLtd on the next trading day is expected to be 10.14 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.55.

SG Holdings after-hype prediction price

    
  USD 10.14  
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 SG Holdings to cross-verify your projections.

SG Holdings Additional Predictive Modules

Most predictive techniques to examine SGHDY price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for SGHDY using various technical indicators. When you analyze SGHDY 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.
SG Holdings simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for SG Holdings CoLtd are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as SG Holdings CoLtd prices get older.

SG Holdings Simple Exponential Smoothing Price Forecast For the 12th of February 2026

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of SG Holdings CoLtd on the next trading day is expected to be 10.14 with a mean absolute deviation of 0.14, mean absolute percentage error of 0.09, and the sum of the absolute errors of 8.55.
Please note that although there have been many attempts to predict SGHDY Pink Sheet prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that SG Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

SG Holdings Pink Sheet Forecast Pattern

Backtest SG Holdings  SG Holdings Price Prediction  Research Analysis  

SG Holdings Forecasted Value

In the context of forecasting SG Holdings' 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. SG Holdings' downside and upside margins for the forecasting period are 7.22 and 13.06, respectively. We have considered SG Holdings' 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
10.14
10.14
Expected Value
13.06
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of SG Holdings pink sheet data series using in forecasting. Note that when a statistical model is used to represent SG Holdings 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 Criteria113.8584
BiasArithmetic mean of the errors -0.0142
MADMean absolute deviation0.1425
MAPEMean absolute percentage error0.0143
SAESum of the absolute errors8.55
This simple exponential smoothing model begins by setting SG Holdings CoLtd forecast for the second period equal to the observation of the first period. In other words, recent SG Holdings observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for SG Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as SG Holdings CoLtd. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of SG Holdings' 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
7.2010.1413.08
Details
Intrinsic
Valuation
LowRealHigh
5.578.5111.45
Details

SG Holdings After-Hype Price Density Analysis

As far as predicting the price of SG Holdings at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in SG Holdings or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Pink Sheet prices, such as prices of SG Holdings, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

SG Holdings Estimiated After-Hype Price Volatility

In the context of predicting SG Holdings' pink sheet value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on SG Holdings' historical news coverage. SG Holdings' after-hype downside and upside margins for the prediction period are 7.20 and 13.08, respectively. We have considered SG Holdings' daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
10.14
10.14
After-hype Price
13.08
Upside
SG Holdings is somewhat reliable at this time. Analysis and calculation of next after-hype price of SG Holdings CoLtd is based on 3 months time horizon.

SG Holdings Pink Sheet Price Outlook Analysis

Have you ever been surprised when a price of a Company such as SG Holdings is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading SG Holdings backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Pink Sheet price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with SG Holdings, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.18 
2.92
 0.00  
 0.00  
0 Events / Month
0 Events / Month
Within a week
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
10.14
10.14
0.00 
0.00  
Notes

SG Holdings Hype Timeline

SG Holdings CoLtd is at this time traded for 10.14. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. SGHDY is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is at this time at 0.18%. %. The volatility of related hype on SG Holdings is about 0.0%, with the expected price after the next announcement by competition of 10.14. The book value of the company was at this time reported as 848.14. The company last dividend was issued on the 9th of November 2022. Assuming the 90 days horizon the next forecasted press release will be within a week.
Check out Historical Fundamental Analysis of SG Holdings to cross-verify your projections.

SG Holdings Related Hype Analysis

Having access to credible news sources related to SG Holdings' direct competition is more important than ever and may enhance your ability to predict SG Holdings' future price movements. Getting to know how SG Holdings' peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how SG Holdings may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
YASKFYASKAWA Electric 0.00 0 per month 0.00  0.20  10.64  0.00  23.97 
YATRYYamato Holdings Co 0.00 0 per month 0.00 (0.30) 0.00  0.00  7.89 
EKIVFEnka Insaat ve 0.00 0 per month 0.00  0.09  0.00  0.00  395.24 
PYOIFPromotora Y Operadora 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
JDLGFJD Logistics 0.00 0 per month 0.00  0.01  0.00  0.00  52.99 
YOKEFYokogawa Electric 0.00 0 per month 0.00  0.36  31.90 (13.13) 22.23 
SNOTFSinotrans Limited 0.00 0 per month 0.00  0.02  0.00  0.00  8.51 
FMOCFFomento de Construcciones 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
AVHNYAckermans Van Haaren 0.00 0 per month 0.00  0.11  0.00  0.00  54.71 
RKWBFROCKWOOL International AS 0.00 0 per month 0.00 (0.04) 0.61 (1.37) 6.98 

Other Forecasting Options for SG Holdings

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

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

SG Holdings Market Strength Events

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

SG Holdings Risk Indicators

The analysis of SG Holdings' 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 SG Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sghdy 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.

Story Coverage note for SG Holdings

The number of cover stories for SG Holdings depends on current market conditions and SG Holdings' risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that SG Holdings is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about SG Holdings' long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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Additional Tools for SGHDY Pink Sheet Analysis

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