Gansu Mogao Stock Forecast - Simple Exponential Smoothing

600543 Stock   4.47  0.17  3.95%   
The Simple Exponential Smoothing forecasted value of Gansu Mogao Industrial on the next trading day is expected to be 4.47 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 12.02. Gansu Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Gansu Mogao stock prices and determine the direction of Gansu Mogao Industrial's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Gansu Mogao's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Gansu Mogao's Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Total Current Liabilities is expected to grow to about 140.6 M, whereas Other Current Liabilities is forecasted to decline to about 5.1 M.
Gansu Mogao simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Gansu Mogao Industrial are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Gansu Mogao Industrial prices get older.

Gansu Mogao Simple Exponential Smoothing Price Forecast For the 9th of January

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Gansu Mogao Industrial on the next trading day is expected to be 4.47 with a mean absolute deviation of 0.20, mean absolute percentage error of 0.08, and the sum of the absolute errors of 12.02.
Please note that although there have been many attempts to predict Gansu 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 Gansu Mogao's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Gansu Mogao Stock Forecast Pattern

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Gansu Mogao Forecasted Value

In the context of forecasting Gansu Mogao'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. Gansu Mogao's downside and upside margins for the forecasting period are 0.21 and 8.73, respectively. We have considered Gansu Mogao'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
4.47
4.47
Expected Value
8.73
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Gansu Mogao stock data series using in forecasting. Note that when a statistical model is used to represent Gansu Mogao 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 Criteria115.5461
BiasArithmetic mean of the errors 0.0236
MADMean absolute deviation0.197
MAPEMean absolute percentage error0.0323
SAESum of the absolute errors12.02
This simple exponential smoothing model begins by setting Gansu Mogao Industrial forecast for the second period equal to the observation of the first period. In other words, recent Gansu Mogao observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Gansu Mogao

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Gansu Mogao Industrial. 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
0.214.478.73
Details
Intrinsic
Valuation
LowRealHigh
0.114.378.63
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Gansu Mogao. Your research has to be compared to or analyzed against Gansu Mogao's peers to derive any actionable benefits. When done correctly, Gansu Mogao'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 Gansu Mogao Industrial.

Other Forecasting Options for Gansu Mogao

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

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

Gansu Mogao Industrial 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 Gansu Mogao'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 Gansu Mogao's current price.

Gansu Mogao Market Strength Events

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

Gansu Mogao Risk Indicators

The analysis of Gansu Mogao'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 Gansu Mogao's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gansu 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.

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Other Information on Investing in Gansu Stock

Gansu Mogao financial ratios help investors to determine whether Gansu 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 Gansu with respect to the benefits of owning Gansu Mogao security.