China Coal Pink Sheet Forecast - Simple Moving Average

CCOZY Stock  USD 23.60  0.00  0.00%   
The Simple Moving Average forecasted value of China Coal Energy on the next trading day is expected to be 23.60 with a mean absolute deviation of 0.66 and the sum of the absolute errors of 39.05. China Pink Sheet Forecast is based on your current time horizon.
  
A two period moving average forecast for China Coal is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

China Coal Simple Moving Average Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Moving Average forecasted value of China Coal Energy on the next trading day is expected to be 23.60 with a mean absolute deviation of 0.66, mean absolute percentage error of 0.86, and the sum of the absolute errors of 39.05.
Please note that although there have been many attempts to predict China Pink Sheet 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 Coal's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

China Coal Pink Sheet Forecast Pattern

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China Coal Forecasted Value

In the context of forecasting China Coal's Pink Sheet 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 Coal's downside and upside margins for the forecasting period are 19.07 and 28.13, respectively. We have considered China Coal'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
23.60
23.60
Expected Value
28.13
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of China Coal pink sheet data series using in forecasting. Note that when a statistical model is used to represent China Coal pink sheet, 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 Criteria114.2803
BiasArithmetic mean of the errors -0.1019
MADMean absolute deviation0.6619
MAPEMean absolute percentage error0.0274
SAESum of the absolute errors39.05
The simple moving average model is conceptually a linear regression of the current value of China Coal Energy price series against current and previous (unobserved) value of China Coal. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for China Coal

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 Coal Energy. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
19.0723.6028.13
Details
Intrinsic
Valuation
LowRealHigh
15.0919.6224.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.6323.9226.22
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as China Coal. Your research has to be compared to or analyzed against China Coal's peers to derive any actionable benefits. When done correctly, China Coal'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 China Coal Energy.

Other Forecasting Options for China Coal

For every potential investor in China, whether a beginner or expert, China Coal's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. China Pink Sheet 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 Coal's price trends.

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

China Coal Energy Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of China Coal'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 Coal's current price.

China Coal Market Strength Events

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

China Coal Risk Indicators

The analysis of China Coal'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 Coal's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting china pink sheet 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for China Pink Sheet Analysis

When running China Coal's price analysis, check to measure China Coal'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 China Coal is operating at the current time. Most of China Coal's value examination focuses on studying past and present price action to predict the probability of China Coal's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move China Coal's price. Additionally, you may evaluate how the addition of China Coal to your portfolios can decrease your overall portfolio volatility.