Gan Yuan Stock Forecast - Simple Regression

002991 Stock   72.65  1.85  2.48%   
The Simple Regression forecasted value of Gan Yuan Foods on the next trading day is expected to be 78.71 with a mean absolute deviation of 2.69 and the sum of the absolute errors of 163.81. Gan Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Gan Yuan stock prices and determine the direction of Gan Yuan Foods's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Gan Yuan's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Gan Yuan's Cash is projected to increase significantly based on the last few years of reporting. The current year's Non Currrent Assets Other is expected to grow to about 542.2 K, whereas Total Assets are forecasted to decline to about 1.4 B.
Simple Regression model is a single variable regression model that attempts to put a straight line through Gan Yuan 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.

Gan Yuan Simple Regression Price Forecast For the 24th of November

Given 90 days horizon, the Simple Regression forecasted value of Gan Yuan Foods on the next trading day is expected to be 78.71 with a mean absolute deviation of 2.69, mean absolute percentage error of 10.67, and the sum of the absolute errors of 163.81.
Please note that although there have been many attempts to predict Gan 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 Gan Yuan's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Gan Yuan Stock Forecast Pattern

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Gan Yuan Forecasted Value

In the context of forecasting Gan Yuan'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. Gan Yuan's downside and upside margins for the forecasting period are 75.43 and 82.00, respectively. We have considered Gan Yuan'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
72.65
78.71
Expected Value
82.00
Upside

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 Gan Yuan stock data series using in forecasting. Note that when a statistical model is used to represent Gan Yuan 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 Criteria120.4775
BiasArithmetic mean of the errors None
MADMean absolute deviation2.6855
MAPEMean absolute percentage error0.0428
SAESum of the absolute errors163.8126
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 Gan Yuan Foods 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 Gan Yuan

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Gan Yuan Foods. 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
68.8872.1975.50
Details
Intrinsic
Valuation
LowRealHigh
56.6259.9379.92
Details
Bollinger
Band Projection (param)
LowMiddleHigh
59.4469.3879.32
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.450.470.49
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Gan Yuan. Your research has to be compared to or analyzed against Gan Yuan's peers to derive any actionable benefits. When done correctly, Gan Yuan'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 Gan Yuan Foods.

Other Forecasting Options for Gan Yuan

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

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

Gan Yuan Foods 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 Gan Yuan'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 Gan Yuan's current price.

Gan Yuan Market Strength Events

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

Gan Yuan Risk Indicators

The analysis of Gan Yuan'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 Gan Yuan's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gan 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.

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.

Other Information on Investing in Gan Stock

Gan Yuan financial ratios help investors to determine whether Gan 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 Gan with respect to the benefits of owning Gan Yuan security.