ATA Creativity Stock Forecast - Polynomial Regression
| AACG Stock | USD 1.02 0.01 0.99% |
The Polynomial Regression forecasted value of ATA Creativity Global on the next trading day is expected to be 0.93 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.70. ATA Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ATA Creativity's historical fundamentals, such as revenue growth or operating cash flow patterns.
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ATA Creativity Polynomial Regression Price Forecast For the 23rd of November
Given 90 days horizon, the Polynomial Regression forecasted value of ATA Creativity Global on the next trading day is expected to be 0.93 with a mean absolute deviation of 0.04, mean absolute percentage error of 0, and the sum of the absolute errors of 2.70.Please note that although there have been many attempts to predict ATA 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 ATA Creativity's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ATA Creativity Stock Forecast Pattern
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ATA Creativity Forecasted Value
In the context of forecasting ATA Creativity'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. ATA Creativity's downside and upside margins for the forecasting period are 0.01 and 6.28, respectively. We have considered ATA Creativity'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of ATA Creativity stock data series using in forecasting. Note that when a statistical model is used to represent ATA Creativity 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 | 112.3462 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0442 |
| MAPE | Mean absolute percentage error | 0.0604 |
| SAE | Sum of the absolute errors | 2.6963 |
Predictive Modules for ATA Creativity
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ATA Creativity Global. 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 ATA Creativity'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.
Other Forecasting Options for ATA Creativity
For every potential investor in ATA, whether a beginner or expert, ATA Creativity's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ATA Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ATA. Basic forecasting techniques help filter out the noise by identifying ATA Creativity's price trends.View ATA Creativity Related Equities
| Risk & Return | Correlation |
ATA Creativity Global Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of ATA Creativity'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 ATA Creativity's current price.| Cycle Indicators | ||
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ATA Creativity Market Strength Events
Market strength indicators help investors to evaluate how ATA Creativity stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ATA Creativity shares will generate the highest return on investment. By undertsting and applying ATA Creativity stock market strength indicators, traders can identify ATA Creativity Global entry and exit signals to maximize returns.
| Accumulation Distribution | 2000.9 | |||
| Daily Balance Of Power | 0.25 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 1.0 | |||
| Day Typical Price | 1.01 | |||
| Price Action Indicator | 0.025 | |||
| Period Momentum Indicator | 0.01 |
ATA Creativity Risk Indicators
The analysis of ATA Creativity'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 ATA Creativity's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ata 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 | 3.46 | |||
| Semi Deviation | 3.73 | |||
| Standard Deviation | 5.39 | |||
| Variance | 29.06 | |||
| Downside Variance | 21.43 | |||
| Semi Variance | 13.93 | |||
| Expected Short fall | (5.28) |
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.
Currently Active Assets on Macroaxis
When determining whether ATA Creativity Global is a strong investment it is important to analyze ATA Creativity's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact ATA Creativity's future performance. For an informed investment choice regarding ATA Stock, refer to the following important reports:Check out Historical Fundamental Analysis of ATA Creativity to cross-verify your projections. You can also try the Bollinger Bands module to use Bollinger Bands indicator to analyze target price for a given investing horizon.
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 ATA Creativity. If investors know ATA 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 ATA Creativity 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 3.119 | Earnings Share (0.18) | Revenue Per Share 7.962 | Quarterly Revenue Growth 0.131 | Return On Assets (0.07) |
The market value of ATA Creativity Global is measured differently than its book value, which is the value of ATA that is recorded on the company's balance sheet. Investors also form their own opinion of ATA Creativity's value that differs from its market value or its book value, called intrinsic value, which is ATA Creativity'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 ATA Creativity's market value can be influenced by many factors that don't directly affect ATA Creativity'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 ATA Creativity's value and its price as these two are different measures arrived at by different means. Investors typically determine if ATA Creativity is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ATA Creativity'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.