Jinsanjiang Silicon Stock Forecast - Polynomial Regression

301059 Stock   11.51  0.36  3.23%   
The Polynomial Regression forecasted value of Jinsanjiang Silicon Material on the next trading day is expected to be 10.33 with a mean absolute deviation of 0.41 and the sum of the absolute errors of 25.08. Jinsanjiang Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Jinsanjiang Silicon stock prices and determine the direction of Jinsanjiang Silicon Material's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Jinsanjiang Silicon's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Jinsanjiang Silicon's Other Current Liabilities is projected to decrease significantly based on the last few years of reporting. The current year's Non Current Liabilities Total is expected to grow to about 32.5 M, whereas Total Assets are forecasted to decline to about 580.3 M.
Jinsanjiang Silicon polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Jinsanjiang Silicon Material as well as the accuracy indicators are determined from the period prices.

Jinsanjiang Silicon Polynomial Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Jinsanjiang Silicon Material on the next trading day is expected to be 10.33 with a mean absolute deviation of 0.41, mean absolute percentage error of 0.33, and the sum of the absolute errors of 25.08.
Please note that although there have been many attempts to predict Jinsanjiang 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 Jinsanjiang Silicon's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Jinsanjiang Silicon Stock Forecast Pattern

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Jinsanjiang Silicon Forecasted Value

In the context of forecasting Jinsanjiang Silicon'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. Jinsanjiang Silicon's downside and upside margins for the forecasting period are 5.47 and 15.19, respectively. We have considered Jinsanjiang Silicon'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
11.51
10.33
Expected Value
15.19
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Jinsanjiang Silicon stock data series using in forecasting. Note that when a statistical model is used to represent Jinsanjiang Silicon 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 Criteria117.0052
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4112
MAPEMean absolute percentage error0.0396
SAESum of the absolute errors25.082
A single variable polynomial regression model attempts to put a curve through the Jinsanjiang Silicon historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Jinsanjiang Silicon

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Jinsanjiang Silicon. 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
6.6211.4816.34
Details
Intrinsic
Valuation
LowRealHigh
4.399.2514.11
Details
Bollinger
Band Projection (param)
LowMiddleHigh
10.7811.2111.64
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Jinsanjiang Silicon. Your research has to be compared to or analyzed against Jinsanjiang Silicon's peers to derive any actionable benefits. When done correctly, Jinsanjiang Silicon'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 Jinsanjiang Silicon.

Other Forecasting Options for Jinsanjiang Silicon

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

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

Jinsanjiang Silicon 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 Jinsanjiang Silicon'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 Jinsanjiang Silicon's current price.

Jinsanjiang Silicon Market Strength Events

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

Jinsanjiang Silicon Risk Indicators

The analysis of Jinsanjiang Silicon'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 Jinsanjiang Silicon's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting jinsanjiang 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 Jinsanjiang Stock

Jinsanjiang Silicon financial ratios help investors to determine whether Jinsanjiang 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 Jinsanjiang with respect to the benefits of owning Jinsanjiang Silicon security.