Jiujiang Shanshui Stock Forecast - Polynomial Regression

301190 Stock   16.61  0.09  0.54%   
The Polynomial Regression forecasted value of Jiujiang Shanshui Technology on the next trading day is expected to be 16.58 with a mean absolute deviation of 0.32 and the sum of the absolute errors of 20.15. Jiujiang Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Jiujiang Shanshui stock prices and determine the direction of Jiujiang Shanshui Technology's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Jiujiang Shanshui's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Jiujiang Shanshui's Accounts Payable is projected to increase significantly based on the last few years of reporting. The current year's Non Current Assets Total is expected to grow to about 664 M, whereas Total Assets are forecasted to decline to about 1.8 B.
Jiujiang Shanshui polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Jiujiang Shanshui Technology as well as the accuracy indicators are determined from the period prices.

Jiujiang Shanshui Polynomial Regression Price Forecast For the 12th of December 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Jiujiang Shanshui Technology on the next trading day is expected to be 16.58 with a mean absolute deviation of 0.32, mean absolute percentage error of 0.26, and the sum of the absolute errors of 20.15.
Please note that although there have been many attempts to predict Jiujiang 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 Jiujiang Shanshui's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Jiujiang Shanshui Stock Forecast Pattern

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Jiujiang Shanshui Forecasted Value

In the context of forecasting Jiujiang Shanshui'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. Jiujiang Shanshui's downside and upside margins for the forecasting period are 13.45 and 19.71, respectively. We have considered Jiujiang Shanshui'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
16.61
16.58
Expected Value
19.71
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 Jiujiang Shanshui stock data series using in forecasting. Note that when a statistical model is used to represent Jiujiang Shanshui 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 Criteria118.5987
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3249
MAPEMean absolute percentage error0.0221
SAESum of the absolute errors20.1466
A single variable polynomial regression model attempts to put a curve through the Jiujiang Shanshui 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 Jiujiang Shanshui

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Jiujiang Shanshui. 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
13.4816.6119.74
Details
Intrinsic
Valuation
LowRealHigh
9.9813.1118.27
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15.7816.3416.91
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Jiujiang Shanshui. Your research has to be compared to or analyzed against Jiujiang Shanshui's peers to derive any actionable benefits. When done correctly, Jiujiang Shanshui'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 Jiujiang Shanshui.

Other Forecasting Options for Jiujiang Shanshui

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

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

Jiujiang Shanshui 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 Jiujiang Shanshui'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 Jiujiang Shanshui's current price.

Jiujiang Shanshui Market Strength Events

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

Jiujiang Shanshui Risk Indicators

The analysis of Jiujiang Shanshui'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 Jiujiang Shanshui's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting jiujiang 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 Jiujiang Stock

Jiujiang Shanshui financial ratios help investors to determine whether Jiujiang 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 Jiujiang with respect to the benefits of owning Jiujiang Shanshui security.