Zhejiang Expressway Pink Sheet Forecast - Polynomial Regression

ZHEXF Stock  USD 0.68  0.06  8.11%   
The Polynomial Regression forecasted value of Zhejiang Expressway Co on the next trading day is expected to be 0.65 with a mean absolute deviation of 0.02 and the sum of the absolute errors of 1.36. Zhejiang Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Zhejiang Expressway's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Zhejiang Expressway polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Zhejiang Expressway Co as well as the accuracy indicators are determined from the period prices.

Zhejiang Expressway Polynomial Regression Price Forecast For the 25th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Zhejiang Expressway Co on the next trading day is expected to be 0.65 with a mean absolute deviation of 0.02, mean absolute percentage error of 0.0007, and the sum of the absolute errors of 1.36.
Please note that although there have been many attempts to predict Zhejiang Pink Sheet 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 Expressway's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Zhejiang Expressway Pink Sheet Forecast Pattern

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Zhejiang Expressway Forecasted Value

In the context of forecasting Zhejiang Expressway's Pink Sheet 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 Expressway's downside and upside margins for the forecasting period are 0.01 and 3.69, respectively. We have considered Zhejiang Expressway'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
0.68
0.65
Expected Value
3.69
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 Expressway pink sheet data series using in forecasting. Note that when a statistical model is used to represent Zhejiang Expressway pink sheet, 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 Criteria110.8841
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0222
MAPEMean absolute percentage error0.0331
SAESum of the absolute errors1.3569
A single variable polynomial regression model attempts to put a curve through the Zhejiang Expressway 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 Expressway

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 Expressway. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Zhejiang Expressway's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
0.030.683.72
Details
Intrinsic
Valuation
LowRealHigh
0.030.563.60
Details

Other Forecasting Options for Zhejiang Expressway

For every potential investor in Zhejiang, whether a beginner or expert, Zhejiang Expressway's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Zhejiang Pink Sheet 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 Expressway's price trends.

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

Zhejiang Expressway Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Zhejiang Expressway'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 Expressway's current price.

Zhejiang Expressway Market Strength Events

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

Zhejiang Expressway Risk Indicators

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

Zhejiang Expressway financial ratios help investors to determine whether Zhejiang Pink Sheet 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 Expressway security.