Lingyuan Iron Stock Forecast - Simple Regression

600231 Stock   1.74  0.02  1.16%   
The Simple Regression forecasted value of Lingyuan Iron Steel on the next trading day is expected to be 1.66 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.71. 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Lingyuan Iron price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Lingyuan Iron Simple Regression Price Forecast For the 8th of February

Given 90 days horizon, the Simple Regression forecasted value of Lingyuan Iron Steel on the next trading day is expected to be 1.66 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.71.
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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Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression 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 Criteria115.1897
BiasArithmetic mean of the errors None
MADMean absolute deviation0.076
MAPEMean absolute percentage error0.0394
SAESum of the absolute errors4.7094
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Lingyuan Iron Steel historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

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
0.091.743.99
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Intrinsic
Valuation
LowRealHigh
0.091.824.07
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Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
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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.

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 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.

Currently Active Assets on Macroaxis

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.