Zhejiang Juhua Stock Forecast - Polynomial Regression

600160 Stock   20.59  1.05  4.85%   
The Polynomial Regression forecasted value of Zhejiang Juhua Co on the next trading day is expected to be 20.33 with a mean absolute deviation of 0.74 and the sum of the absolute errors of 44.91. Zhejiang Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Zhejiang Juhua stock prices and determine the direction of Zhejiang Juhua Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Zhejiang Juhua's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Zhejiang Juhua's Total Assets are projected to increase significantly based on the last few years of reporting. The current year's Total Current Liabilities is expected to grow to about 4.7 B, whereas Other Current Liabilities is forecasted to decline to about 24.3 M.
Zhejiang Juhua polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Zhejiang Juhua Co as well as the accuracy indicators are determined from the period prices.

Zhejiang Juhua Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Zhejiang Juhua Co on the next trading day is expected to be 20.33 with a mean absolute deviation of 0.74, mean absolute percentage error of 1.08, and the sum of the absolute errors of 44.91.
Please note that although there have been many attempts to predict Zhejiang 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 Zhejiang Juhua's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Zhejiang Juhua Stock Forecast Pattern

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Zhejiang Juhua Forecasted Value

In the context of forecasting Zhejiang Juhua'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. Zhejiang Juhua's downside and upside margins for the forecasting period are 17.17 and 23.48, respectively. We have considered Zhejiang Juhua'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
20.59
20.33
Expected Value
23.48
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 Zhejiang Juhua stock data series using in forecasting. Note that when a statistical model is used to represent Zhejiang Juhua 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 Criteria118.1873
BiasArithmetic mean of the errors None
MADMean absolute deviation0.7362
MAPEMean absolute percentage error0.0392
SAESum of the absolute errors44.9099
A single variable polynomial regression model attempts to put a curve through the Zhejiang Juhua 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 Zhejiang Juhua

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Zhejiang Juhua. 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
18.6521.7324.81
Details
Intrinsic
Valuation
LowRealHigh
17.0520.1323.21
Details
Bollinger
Band Projection (param)
LowMiddleHigh
20.2421.6523.06
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.100.120.14
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Zhejiang Juhua. Your research has to be compared to or analyzed against Zhejiang Juhua's peers to derive any actionable benefits. When done correctly, Zhejiang Juhua'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 Zhejiang Juhua.

Other Forecasting Options for Zhejiang Juhua

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

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

Zhejiang Juhua 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 Zhejiang Juhua'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 Zhejiang Juhua's current price.

Zhejiang Juhua Market Strength Events

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

Zhejiang Juhua Risk Indicators

The analysis of Zhejiang Juhua'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 Zhejiang Juhua's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting zhejiang 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.

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Other Information on Investing in Zhejiang Stock

Zhejiang Juhua financial ratios help investors to determine whether Zhejiang 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 Zhejiang with respect to the benefits of owning Zhejiang Juhua security.