Shandong Sanyuan Stock Forecast - Simple Regression

301206 Stock   27.12  0.16  0.59%   
The Simple Regression forecasted value of Shandong Sanyuan Biotechnology on the next trading day is expected to be 29.07 with a mean absolute deviation of 0.96 and the sum of the absolute errors of 58.64. Shandong Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Shandong Sanyuan stock prices and determine the direction of Shandong Sanyuan Biotechnology's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Shandong Sanyuan's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Shandong Sanyuan's Other Current Liabilities is projected to decrease significantly based on the last few years of reporting. The current year's Total Current Liabilities is expected to grow to about 313.5 M, whereas Total Assets are forecasted to decline to about 2.8 B.
Simple Regression model is a single variable regression model that attempts to put a straight line through Shandong Sanyuan 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.

Shandong Sanyuan Simple Regression Price Forecast For the 27th of November

Given 90 days horizon, the Simple Regression forecasted value of Shandong Sanyuan Biotechnology on the next trading day is expected to be 29.07 with a mean absolute deviation of 0.96, mean absolute percentage error of 1.70, and the sum of the absolute errors of 58.64.
Please note that although there have been many attempts to predict Shandong 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 Shandong Sanyuan's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shandong Sanyuan Stock Forecast Pattern

Backtest Shandong SanyuanShandong Sanyuan Price PredictionBuy or Sell Advice 

Shandong Sanyuan Forecasted Value

In the context of forecasting Shandong Sanyuan'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. Shandong Sanyuan's downside and upside margins for the forecasting period are 26.21 and 31.94, respectively. We have considered Shandong Sanyuan'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
27.12
29.07
Expected Value
31.94
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 Shandong Sanyuan stock data series using in forecasting. Note that when a statistical model is used to represent Shandong Sanyuan 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 Criteria118.6404
BiasArithmetic mean of the errors None
MADMean absolute deviation0.9613
MAPEMean absolute percentage error0.0361
SAESum of the absolute errors58.6378
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 Shandong Sanyuan Biotechnology 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 Shandong Sanyuan

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shandong Sanyuan Bio. 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
24.4727.3430.21
Details
Intrinsic
Valuation
LowRealHigh
20.0122.8830.01
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.150.150.15
Details

Other Forecasting Options for Shandong Sanyuan

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

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

Shandong Sanyuan Bio 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 Shandong Sanyuan'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 Shandong Sanyuan's current price.

Shandong Sanyuan Market Strength Events

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

Shandong Sanyuan Risk Indicators

The analysis of Shandong Sanyuan'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 Shandong Sanyuan's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shandong 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 Shandong Stock

Shandong Sanyuan financial ratios help investors to determine whether Shandong 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 Shandong with respect to the benefits of owning Shandong Sanyuan security.