Shanghai Action Stock Forecast - Double Exponential Smoothing

605098 Stock   32.46  0.58  1.82%   
The Double Exponential Smoothing forecasted value of Shanghai Action Education on the next trading day is expected to be 32.71 with a mean absolute deviation of 0.74 and the sum of the absolute errors of 44.38. Shanghai Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Shanghai Action stock prices and determine the direction of Shanghai Action Education's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Shanghai Action's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Shanghai Action's Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Total Stockholder Equity is expected to grow to about 1 B, whereas Other Current Liabilities is forecasted to decline to about 32.4 M.
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 Shanghai Action works best with periods where there are trends or seasonality.

Shanghai Action Double Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Shanghai Action Education on the next trading day is expected to be 32.71 with a mean absolute deviation of 0.74, mean absolute percentage error of 1.27, and the sum of the absolute errors of 44.38.
Please note that although there have been many attempts to predict Shanghai 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 Shanghai Action's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shanghai Action Stock Forecast Pattern

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Shanghai Action Forecasted Value

In the context of forecasting Shanghai Action'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. Shanghai Action's downside and upside margins for the forecasting period are 29.64 and 35.78, respectively. We have considered Shanghai Action'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.
Market Value
32.46
32.71
Expected Value
35.78
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 Shanghai Action stock data series using in forecasting. Note that when a statistical model is used to represent Shanghai Action 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 0.224
MADMean absolute deviation0.7397
MAPEMean absolute percentage error0.021
SAESum of the absolute errors44.38
When Shanghai Action Education 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 Shanghai Action Education 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 Shanghai Action observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Shanghai Action

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shanghai Action Education. 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.
Hype
Prediction
LowEstimatedHigh
29.0732.1435.21
Details
Intrinsic
Valuation
LowRealHigh
25.6128.6835.71
Details
Bollinger
Band Projection (param)
LowMiddleHigh
31.5034.0236.53
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Shanghai Action. Your research has to be compared to or analyzed against Shanghai Action's peers to derive any actionable benefits. When done correctly, Shanghai Action's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Shanghai Action Education.

Other Forecasting Options for Shanghai Action

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

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

Shanghai Action Education 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 Shanghai Action'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 Shanghai Action's current price.

Shanghai Action Market Strength Events

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

Shanghai Action Risk Indicators

The analysis of Shanghai Action'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 Shanghai Action's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shanghai 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.

Currently Active Assets on Macroaxis

Other Information on Investing in Shanghai Stock

Shanghai Action financial ratios help investors to determine whether Shanghai Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Shanghai with respect to the benefits of owning Shanghai Action security.