Aurora Mobile Stock Forecast - Double Exponential Smoothing
| JG Stock | USD 2.95 0.18 5.75% |
The Double Exponential Smoothing forecasted value of Aurora Mobile on the next trading day is expected to be 2.94 with a mean absolute deviation of 0.14 and the sum of the absolute errors of 8.31. Aurora Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Aurora Mobile stock prices and determine the direction of Aurora Mobile's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Aurora Mobile's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Aurora Mobile's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Aurora Mobile's systematic risk associated with finding meaningful patterns of Aurora Mobile fundamentals over time.
Check out Historical Fundamental Analysis of Aurora Mobile to cross-verify your projections. Aurora |
Open Interest Against 2024-05-17 Aurora Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Aurora Mobile's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Aurora Mobile's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Aurora Mobile stock based on available contracts left at the end of a trading day.
No Open InterestPlease note that to derive more accurate forecasting about market movement from the current Aurora Mobile's open interest, investors have to compare it to Aurora Mobile's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Aurora Mobile is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Aurora. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Aurora Mobile 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 Aurora Mobile's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Aurora Mobile'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 Aurora Mobile works best with periods where there are trends or seasonality. Aurora Mobile Double Exponential Smoothing Price Forecast For the 3rd of May
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Aurora Mobile on the next trading day is expected to be 2.94 with a mean absolute deviation of 0.14, mean absolute percentage error of 0.04, and the sum of the absolute errors of 8.31.Please note that although there have been many attempts to predict Aurora 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 Aurora Mobile's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Aurora Mobile Stock Forecast Pattern
| Backtest Aurora Mobile | Aurora Mobile Price Prediction | Buy or Sell Advice |
Aurora Mobile Forecasted Value
In the context of forecasting Aurora Mobile'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. Aurora Mobile's downside and upside margins for the forecasting period are 0.03 and 8.97, respectively. We have considered Aurora Mobile'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 Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Aurora Mobile stock data series using in forecasting. Note that when a statistical model is used to represent Aurora Mobile 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 | -0.0289 |
| MAD | Mean absolute deviation | 0.1408 |
| MAPE | Mean absolute percentage error | 0.0457 |
| SAE | Sum of the absolute errors | 8.3069 |
Predictive Modules for Aurora Mobile
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Aurora Mobile. 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 Aurora Mobile'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 Aurora Mobile
For every potential investor in Aurora, whether a beginner or expert, Aurora Mobile's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Aurora Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Aurora. Basic forecasting techniques help filter out the noise by identifying Aurora Mobile's price trends.View Aurora Mobile Related Equities
| Risk & Return | Correlation |
Aurora Mobile 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 Aurora Mobile'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 Aurora Mobile's current price.| Cycle Indicators | ||
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| Math Transform | ||
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| Overlap Studies | ||
| Pattern Recognition | ||
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| Volume Indicators |
Aurora Mobile Market Strength Events
Market strength indicators help investors to evaluate how Aurora Mobile stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Aurora Mobile shares will generate the highest return on investment. By undertsting and applying Aurora Mobile stock market strength indicators, traders can identify Aurora Mobile entry and exit signals to maximize returns.
Aurora Mobile Risk Indicators
The analysis of Aurora Mobile'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 Aurora Mobile's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aurora 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 | 4.41 | |||
| Standard Deviation | 6.03 | |||
| Variance | 36.38 |
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.
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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Aurora Mobile to cross-verify your projections. For more detail on how to invest in Aurora Stock please use our How to Invest in Aurora Mobile guide.Note that the Aurora Mobile information on this page should be used as a complementary analysis to other Aurora Mobile'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 Volatility module to check portfolio volatility and analyze historical return density to properly model market risk.
Complementary Tools for Aurora Stock analysis
When running Aurora Mobile's price analysis, check to measure Aurora Mobile'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 Aurora Mobile is operating at the current time. Most of Aurora Mobile's value examination focuses on studying past and present price action to predict the probability of Aurora Mobile's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Aurora Mobile's price. Additionally, you may evaluate how the addition of Aurora Mobile to your portfolios can decrease your overall portfolio volatility.
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Is Aurora Mobile's industry 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 Aurora Mobile. If investors know Aurora 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 Aurora Mobile listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (1.44) | Revenue Per Share 48.561 | Quarterly Revenue Growth (0.11) | Return On Assets (0.08) | Return On Equity (0.48) |
The market value of Aurora Mobile is measured differently than its book value, which is the value of Aurora that is recorded on the company's balance sheet. Investors also form their own opinion of Aurora Mobile's value that differs from its market value or its book value, called intrinsic value, which is Aurora Mobile'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 Aurora Mobile's market value can be influenced by many factors that don't directly affect Aurora Mobile'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 Aurora Mobile's value and its price as these two are different measures arrived at by different means. Investors typically determine if Aurora Mobile is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Aurora Mobile'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.