Jiamei Food Stock Forecast - Polynomial Regression

002969 Stock   3.38  0.09  2.59%   
The Polynomial Regression forecasted value of Jiamei Food Packaging on the next trading day is expected to be 3.39 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.16. Jiamei Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Jiamei Food stock prices and determine the direction of Jiamei Food Packaging's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Jiamei Food's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Jiamei Food polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Jiamei Food Packaging as well as the accuracy indicators are determined from the period prices.

Jiamei Food Polynomial Regression Price Forecast For the 6th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Jiamei Food Packaging on the next trading day is expected to be 3.39 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.16.
Please note that although there have been many attempts to predict Jiamei 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 Jiamei Food's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Jiamei Food Stock Forecast Pattern

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Jiamei Food Forecasted Value

In the context of forecasting Jiamei Food'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. Jiamei Food's downside and upside margins for the forecasting period are 1.04 and 5.74, respectively. We have considered Jiamei Food'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
3.38
3.39
Expected Value
5.74
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 Jiamei Food stock data series using in forecasting. Note that when a statistical model is used to represent Jiamei Food 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 Criteria113.415
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0682
MAPEMean absolute percentage error0.0225
SAESum of the absolute errors4.1582
A single variable polynomial regression model attempts to put a curve through the Jiamei Food 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 Jiamei Food

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Jiamei Food Packaging. 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
1.113.475.83
Details
Intrinsic
Valuation
LowRealHigh
0.382.745.10
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Jiamei Food. Your research has to be compared to or analyzed against Jiamei Food's peers to derive any actionable benefits. When done correctly, Jiamei Food'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 Jiamei Food Packaging.

Other Forecasting Options for Jiamei Food

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

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

Jiamei Food Packaging 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 Jiamei Food'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 Jiamei Food's current price.

Jiamei Food Market Strength Events

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

Jiamei Food Risk Indicators

The analysis of Jiamei Food'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 Jiamei Food's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting jiamei 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 Jiamei Stock

Jiamei Food financial ratios help investors to determine whether Jiamei 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 Jiamei with respect to the benefits of owning Jiamei Food security.