Sunlands Technology Stock Forecast - Triple Exponential Smoothing
| STG Stock | USD 5.20 0.08 1.56% |
The Triple Exponential Smoothing forecasted value of Sunlands Technology Group on the next trading day is expected to be 5.08 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.26. Sunlands Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Sunlands Technology's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 23rd of January 2026 the relative strength index (rsi) of Sunlands Technology's share price is below 20 . This usually implies that the stock 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 |
Quarterly Earnings Growth 0.426 | Wall Street Target Price 1.03 | Quarterly Revenue Growth 0.065 |
Using Sunlands Technology hype-based prediction, you can estimate the value of Sunlands Technology Group from the perspective of Sunlands Technology response to recently generated media hype and the effects of current headlines on its competitors.
Sunlands Technology Hype to Price Pattern
Investor biases related to Sunlands Technology's public news can be used to forecast risks associated with an investment in Sunlands. The trend in average sentiment can be used to explain how an investor holding Sunlands can time the market purely based on public headlines and social activities around Sunlands Technology Group. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
The Triple Exponential Smoothing forecasted value of Sunlands Technology Group on the next trading day is expected to be 5.08 with a mean absolute deviation of 0.21 and the sum of the absolute errors of 12.26.
Sunlands Technology after-hype prediction price | USD 5.32 |
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 stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Sunlands Technology to cross-verify your projections. Sunlands Technology Additional Predictive Modules
Most predictive techniques to examine Sunlands price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Sunlands using various technical indicators. When you analyze Sunlands 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.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Sunlands Technology Triple Exponential Smoothing Price Forecast For the 24th of January
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Sunlands Technology Group on the next trading day is expected to be 5.08 with a mean absolute deviation of 0.21, mean absolute percentage error of 0.09, and the sum of the absolute errors of 12.26.Please note that although there have been many attempts to predict Sunlands 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 Sunlands Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Sunlands Technology Stock Forecast Pattern
| Backtest Sunlands Technology | Sunlands Technology Price Prediction | Buy or Sell Advice |
Sunlands Technology Forecasted Value
In the context of forecasting Sunlands Technology's 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. Sunlands Technology's downside and upside margins for the forecasting period are 0.20 and 9.95, respectively. We have considered Sunlands Technology'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Sunlands Technology stock data series using in forecasting. Note that when a statistical model is used to represent Sunlands Technology 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.| AIC | Akaike Information Criteria | Huge |
| Bias | Arithmetic mean of the errors | 0.0378 |
| MAD | Mean absolute deviation | 0.2078 |
| MAPE | Mean absolute percentage error | 0.0355 |
| SAE | Sum of the absolute errors | 12.2584 |
Predictive Modules for Sunlands Technology
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sunlands Technology. 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 Sunlands Technology'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.
Sunlands Technology After-Hype Price Prediction Density Analysis
As far as predicting the price of Sunlands Technology 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 Sunlands Technology 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 Sunlands Technology, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Sunlands Technology Estimiated After-Hype Price Volatility
In the context of predicting Sunlands Technology's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Sunlands Technology's historical news coverage. Sunlands Technology's after-hype downside and upside margins for the prediction period are 0.45 and 10.19, respectively. We have considered Sunlands Technology's 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 outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
Sunlands Technology is very risky at this time. Analysis and calculation of next after-hype price of Sunlands Technology is based on 3 months time horizon.
Sunlands Technology Stock Price Prediction Analysis
Have you ever been surprised when a price of a Company such as Sunlands Technology is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Sunlands Technology 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 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 Sunlands Technology, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.32 | 4.87 | 0.12 | 0.19 | 9 Events / Month | 1 Events / Month | In about 9 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
5.20 | 5.32 | 2.31 |
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Sunlands Technology Hype Timeline
On the 23rd of January Sunlands Technology is traded for 5.20. The entity has historical hype elasticity of 0.12, and average elasticity to hype of competition of 0.19. Sunlands is anticipated to increase in value after the next headline, with the price projected to jump to 5.32 or above. The average volatility of media hype impact on the company the price is over 100%. The price rise on the next news is projected to be 2.31%, whereas the daily expected return is at this time at -0.32%. The volatility of related hype on Sunlands Technology is about 799.67%, with the expected price after the next announcement by competition of 5.39. Sunlands Technology Group has 186.9 M in debt. Considering the 90-day investment horizon the next anticipated press release will be in about 9 days. Check out Historical Fundamental Analysis of Sunlands Technology to cross-verify your projections.Sunlands Technology Related Hype Analysis
Having access to credible news sources related to Sunlands Technology's direct competition is more important than ever and may enhance your ability to predict Sunlands Technology's future price movements. Getting to know how Sunlands Technology's 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 Sunlands Technology may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| CHGG | Chegg Inc | 0.00 | 0 per month | 0.00 | (0.12) | 8.79 | (11.32) | 38.40 | |
| GNS | Genius Group | 0.01 | 10 per month | 0.00 | (0.10) | 8.11 | (7.25) | 24.04 | |
| VSA | TCTM Kids IT | 0.00 | 0 per month | 0.00 | (0.30) | 13.91 | (23.98) | 95.75 | |
| LFS | LEIFRAS Co Ltd | 0.00 | 0 per month | 10.78 | 0.09 | 21.84 | (22.92) | 617.95 | |
| BRLS | Borealis Foods | 6.12 | 2 per month | 0.00 | (0.24) | 7.65 | (12.90) | 40.56 | |
| LGCY | Legacy Education | 0.00 | 0 per month | 3.25 | 0.03 | 6.29 | (5.41) | 22.37 | |
| SKIL | Skillsoft Corp | 0.00 | 0 per month | 0.00 | (0.05) | 13.00 | (11.15) | 39.40 | |
| YQ | 17 Education Technology | (0.04) | 5 per month | 0.00 | (0.13) | 6.42 | (10.00) | 27.82 | |
| LFVN | Lifevantage | 0.00 | 0 per month | 0.00 | (0.14) | 4.62 | (7.58) | 18.83 | |
| ISPR | Ispire Technology Common | 0.00 | 0 per month | 5.79 | 0.10 | 9.92 | (9.41) | 29.95 |
Other Forecasting Options for Sunlands Technology
For every potential investor in Sunlands, whether a beginner or expert, Sunlands Technology's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Sunlands Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Sunlands. Basic forecasting techniques help filter out the noise by identifying Sunlands Technology's price trends.Sunlands Technology 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 Sunlands Technology stock to make a market-neutral strategy. Peer analysis of Sunlands Technology could also be used in its relative valuation, which is a method of valuing Sunlands Technology by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Sunlands Technology Market Strength Events
Market strength indicators help investors to evaluate how Sunlands Technology stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Sunlands Technology shares will generate the highest return on investment. By undertsting and applying Sunlands Technology stock market strength indicators, traders can identify Sunlands Technology Group entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.02 | |||
| Day Median Price | 5.2 | |||
| Day Typical Price | 5.2 | |||
| Price Action Indicator | 0.04 | |||
| Period Momentum Indicator | 0.08 |
Sunlands Technology Risk Indicators
The analysis of Sunlands Technology'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 Sunlands Technology's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sunlands 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.
| Mean Deviation | 3.15 | |||
| Standard Deviation | 4.74 | |||
| Variance | 22.49 |
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 Sunlands Technology
The number of cover stories for Sunlands Technology depends on current market conditions and Sunlands Technology's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Sunlands Technology 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 Sunlands Technology's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Sunlands Technology Short Properties
Sunlands Technology's future price predictability will typically decrease when Sunlands Technology's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Sunlands Technology Group often depends not only on the future outlook of the potential Sunlands Technology's 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. Sunlands Technology's indicators that are reflective of the short sentiment are summarized in the table below.
| Common Stock Shares Outstanding | 13.7 M | |
| Cash And Short Term Investments | 783.3 M |
Check out Historical Fundamental Analysis of Sunlands Technology to cross-verify your projections. You can also try the Stock Tickers module to use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites.
Is Diversified Consumer Services space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Sunlands Technology. If investors know Sunlands will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Sunlands Technology listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.426 | Earnings Share 4.1 | Revenue Per Share | Quarterly Revenue Growth 0.065 | Return On Assets |
The market value of Sunlands Technology is measured differently than its book value, which is the value of Sunlands that is recorded on the company's balance sheet. Investors also form their own opinion of Sunlands Technology's value that differs from its market value or its book value, called intrinsic value, which is Sunlands Technology's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Sunlands Technology's market value can be influenced by many factors that don't directly affect Sunlands Technology's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Sunlands Technology's value and its price as these two are different measures arrived at by different means. Investors typically determine if Sunlands Technology is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Sunlands Technology'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.