Lingyuan Iron Stock Forecast - 20 Period Moving Average

600231 Stock   2.03  0.04  2.01%   
The 20 Period Moving Average forecasted value of Lingyuan Iron Steel on the next trading day is expected to be 2.03 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 6.29. Lingyuan Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Lingyuan Iron stock prices and determine the direction of Lingyuan Iron Steel's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Lingyuan Iron's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Lingyuan Iron's Long Term Debt is projected to decrease significantly based on the last few years of reporting. The current year's Common Stock is expected to grow to about 3.4 B, whereas Total Assets are forecasted to decline to about 11 B.
A commonly used 20-period moving average forecast model for Lingyuan Iron Steel is based on a synthetically constructed Lingyuan Irondaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Lingyuan Iron 20 Period Moving Average Price Forecast For the 27th of November

Given 90 days horizon, the 20 Period Moving Average forecasted value of Lingyuan Iron Steel on the next trading day is expected to be 2.03 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.03, and the sum of the absolute errors of 6.29.
Please note that although there have been many attempts to predict Lingyuan 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 Lingyuan Iron's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Lingyuan Iron Stock Forecast Pattern

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Lingyuan Iron Forecasted Value

In the context of forecasting Lingyuan Iron'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. Lingyuan Iron's downside and upside margins for the forecasting period are 0.02 and 5.55, respectively. We have considered Lingyuan Iron'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
2.03
2.03
Expected Value
5.55
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Lingyuan Iron stock data series using in forecasting. Note that when a statistical model is used to represent Lingyuan Iron 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 Criteria79.8136
BiasArithmetic mean of the errors -0.1488
MADMean absolute deviation0.1497
MAPEMean absolute percentage error0.0792
SAESum of the absolute errors6.2875
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Lingyuan Iron Steel 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Lingyuan Iron

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lingyuan Iron Steel. 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
0.102.035.52
Details
Intrinsic
Valuation
LowRealHigh
0.081.605.09
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Lingyuan Iron. Your research has to be compared to or analyzed against Lingyuan Iron's peers to derive any actionable benefits. When done correctly, Lingyuan Iron'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 Lingyuan Iron Steel.

Other Forecasting Options for Lingyuan Iron

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

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

Lingyuan Iron Steel 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 Lingyuan Iron'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 Lingyuan Iron's current price.

Lingyuan Iron Market Strength Events

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

Lingyuan Iron Risk Indicators

The analysis of Lingyuan Iron'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 Lingyuan Iron's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lingyuan 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 Lingyuan Stock

Lingyuan Iron financial ratios help investors to determine whether Lingyuan 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 Lingyuan with respect to the benefits of owning Lingyuan Iron security.