Santech Holdings Stock Forward View - Double Exponential Smoothing

STECDelisted Stock   341.40  0.00  0.00%   
Santech Stock outlook is based on your current time horizon. Investors can use this forecasting interface to forecast Santech Holdings stock prices and determine the direction of Santech Holdings Limited's future trends based on various well-known forecasting models. We suggest always using this module together with an analysis of Santech Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time, The value of RSI of Santech Holdings' share price is at 59. This usually implies that the stock is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling Santech Holdings, making its price go up or down.

Momentum 59

 Buy Extended

 
Oversold
 
Overbought
The successful prediction of Santech Holdings' future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Santech Holdings Limited, which may create opportunities for some arbitrage if properly timed.
Using Santech Holdings hype-based prediction, you can estimate the value of Santech Holdings Limited from the perspective of Santech Holdings response to recently generated media hype and the effects of current headlines on its competitors.
The Double Exponential Smoothing forecasted value of Santech Holdings Limited on the next trading day is expected to be 365.63 with a mean absolute deviation of 33.84 and the sum of the absolute errors of 1,997.

Santech Holdings after-hype prediction price

    
  USD 341.4  
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 delisted stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Santech Holdings to cross-verify your projections.

Santech Holdings Additional Predictive Modules

Most predictive techniques to examine Santech price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Santech using various technical indicators. When you analyze Santech 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.
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 Santech Holdings works best with periods where there are trends or seasonality.

Santech Holdings Double Exponential Smoothing Price Forecast For the 3rd of February

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Santech Holdings Limited on the next trading day is expected to be 365.63 with a mean absolute deviation of 33.84, mean absolute percentage error of 6,789, and the sum of the absolute errors of 1,997.
Please note that although there have been many attempts to predict Santech Stock 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 Santech Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Santech Holdings Stock Forecast Pattern

Backtest Santech Holdings  Santech Holdings Price Prediction  Research Analysis  

Santech Holdings Forecasted Value

In the context of forecasting Santech Holdings' 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. Santech Holdings' downside and upside margins for the forecasting period are 140.61 and 590.64, respectively. We have considered Santech 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
341.40
140.61
Downside
365.63
Expected Value
590.64
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 Santech Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Santech Holdings 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 -9.2691
MADMean absolute deviation33.8448
MAPEMean absolute percentage error6.0984
SAESum of the absolute errors1996.8413
When Santech Holdings Limited 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 Santech Holdings Limited 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 Santech Holdings observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Santech 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 Santech Holdings. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the 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 Santech 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
17.07341.4034,481
Details
Intrinsic
Valuation
LowRealHigh
11.17223.4934,363
Details
Bollinger
Band Projection (param)
LowMiddleHigh
-6.37276.84560.04
Details

Santech Holdings After-Hype Price Density Analysis

As far as predicting the price of Santech 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 Santech 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 Stock prices, such as prices of Santech Holdings, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Santech Holdings Estimiated After-Hype Price Volatility

In the context of predicting Santech Holdings' stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Santech Holdings' historical news coverage. Santech Holdings' after-hype downside and upside margins for the prediction period are 17.07 and 34,481, respectively. We have considered Santech 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
341.40
341.40
After-hype Price
34,481
Upside
Santech Holdings is out of control at this time. Analysis and calculation of next after-hype price of Santech Holdings is based on 3 months time horizon.

Santech Holdings Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Santech Holdings is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Santech 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 Delisted Stock 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 Santech Holdings, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  49.23 
225.02
  2.46 
  0.20 
5 Events / Month
6 Events / Month
In about 5 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
341.40
341.40
0.00 
450,040  
Notes

Santech Holdings Hype Timeline

Santech Holdings is at this time traded for 341.40. The entity has historical hype elasticity of 2.46, and average elasticity to hype of competition of -0.2. Santech 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 over 100%. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is at this time at 49.23%. %. The volatility of related hype on Santech Holdings is about 5625500.0%, with the expected price after the next announcement by competition of 341.20. The company recorded a loss per share of 0.14. Santech Holdings had not issued any dividends in recent years. Given the investment horizon of 90 days the next forecasted press release will be in about 5 days.
Check out Historical Fundamental Analysis of Santech Holdings to cross-verify your projections.

Santech Holdings Related Hype Analysis

Having access to credible news sources related to Santech Holdings' direct competition is more important than ever and may enhance your ability to predict Santech Holdings' future price movements. Getting to know how Santech 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 Santech 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
AMSTAmesite Operating Co(0.01)6 per month 0.00 (0.23) 5.48 (8.49) 30.71 
CXAICXApp Inc(0.01)21 per month 0.00 (0.17) 10.00 (10.87) 36.84 
CNTMConnectM Technology Solutions(0.03)7 per month 9.54  0.12  23.08 (15.38) 54.57 
TGHLThe GrowHub Limited 0.04 2 per month 0.00 (0.03) 11.11 (9.09) 28.46 
ELWSEarlyworks Co Ltd 0.02 25 per month 0.00  0.12  11.79 (10.96) 87,458 
SMSISmith Micro Software 0.01 9 per month 0.00 (0.10) 5.56 (6.35) 19.70 
BLINBridgeline Digital(0.01)3 per month 0.00 (0.16) 6.10 (7.78) 22.82 
WCTWellchange Holdings 0.00 5 per month 0.00 (0.20) 6.25 (7.41) 31.25 
DTSSDatasea(0.04)8 per month 0.00 (0.07) 16.19 (12.60) 32.93 
IPMIntelligent Protection Management(0.01)10 per month 0.00 (0.18) 2.07 (2.70) 8.83 

Other Forecasting Options for Santech Holdings

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

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

Santech Holdings Market Strength Events

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

Santech Holdings Risk Indicators

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

Story Coverage note for Santech Holdings

The number of cover stories for Santech Holdings depends on current market conditions and Santech Holdings' risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Santech 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 Santech Holdings' long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Santech Holdings Short Properties

Santech Holdings' future price predictability will typically decrease when Santech Holdings' long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Santech Holdings Limited often depends not only on the future outlook of the potential Santech Holdings' investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Santech Holdings' indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding14.5 M
Cash And Short Term Investments15.2 M
Check out Historical Fundamental Analysis of Santech Holdings to cross-verify your projections.
You can also try the Portfolio Comparator module to compare the composition, asset allocations and performance of any two portfolios in your account.

Other Consideration for investing in Santech Stock

If you are still planning to invest in Santech Holdings 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 Santech Holdings' history and understand the potential risks before investing.
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