CHINA SHENHUA Stock Forecast - Triple Exponential Smoothing

IKFC Stock  EUR 15.20  0.10  0.66%   
The Triple Exponential Smoothing forecasted value of CHINA SHENHUA ENA on the next trading day is expected to be 15.20 with a mean absolute deviation of 0.24 and the sum of the absolute errors of 14.10. CHINA Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of CHINA SHENHUA's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for CHINA SHENHUA - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When CHINA SHENHUA 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 trend in CHINA SHENHUA price movement. However, neither of these exponential smoothing models address any seasonality of CHINA SHENHUA ENA.

CHINA SHENHUA Triple Exponential Smoothing Price Forecast For the 2nd of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of CHINA SHENHUA ENA on the next trading day is expected to be 15.20 with a mean absolute deviation of 0.24, mean absolute percentage error of 0.12, and the sum of the absolute errors of 14.10.
Please note that although there have been many attempts to predict CHINA 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 CHINA SHENHUA's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CHINA SHENHUA Stock Forecast Pattern

Backtest CHINA SHENHUACHINA SHENHUA Price PredictionBuy or Sell Advice 

CHINA SHENHUA Forecasted Value

In the context of forecasting CHINA SHENHUA'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. CHINA SHENHUA's downside and upside margins for the forecasting period are 12.96 and 17.44, respectively. We have considered CHINA SHENHUA'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
15.20
15.20
Expected Value
17.44
Upside

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 CHINA SHENHUA stock data series using in forecasting. Note that when a statistical model is used to represent CHINA SHENHUA 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 -0.0288
MADMean absolute deviation0.239
MAPEMean absolute percentage error0.0154
SAESum of the absolute errors14.1
As with simple exponential smoothing, in triple exponential smoothing models past CHINA SHENHUA observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older CHINA SHENHUA ENA observations.

Predictive Modules for CHINA SHENHUA

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CHINA SHENHUA ENA. 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 CHINA SHENHUA'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.
Hype
Prediction
LowEstimatedHigh
12.9615.2017.44
Details
Intrinsic
Valuation
LowRealHigh
10.9613.2015.44
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.0215.4915.96
Details

Other Forecasting Options for CHINA SHENHUA

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

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

CHINA SHENHUA ENA 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 CHINA SHENHUA'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 CHINA SHENHUA's current price.

CHINA SHENHUA Market Strength Events

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

CHINA SHENHUA Risk Indicators

The analysis of CHINA SHENHUA'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 CHINA SHENHUA's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting china 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 CHINA Stock

CHINA SHENHUA financial ratios help investors to determine whether CHINA 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 CHINA with respect to the benefits of owning CHINA SHENHUA security.