Hangzhou EZVIZ Stock Forecast - Polynomial Regression

688475 Stock   30.15  0.26  0.85%   
The Polynomial Regression forecasted value of Hangzhou EZVIZ Network on the next trading day is expected to be 30.42 with a mean absolute deviation of 1.25 and the sum of the absolute errors of 77.78. Hangzhou Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Hangzhou EZVIZ stock prices and determine the direction of Hangzhou EZVIZ Network's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Hangzhou EZVIZ's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Hangzhou EZVIZ polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Hangzhou EZVIZ Network as well as the accuracy indicators are determined from the period prices.

Hangzhou EZVIZ Polynomial Regression Price Forecast For the 27th of December

Given 90 days horizon, the Polynomial Regression forecasted value of Hangzhou EZVIZ Network on the next trading day is expected to be 30.42 with a mean absolute deviation of 1.25, mean absolute percentage error of 2.97, and the sum of the absolute errors of 77.78.
Please note that although there have been many attempts to predict Hangzhou 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 Hangzhou EZVIZ's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hangzhou EZVIZ Stock Forecast Pattern

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Hangzhou EZVIZ Forecasted Value

In the context of forecasting Hangzhou EZVIZ'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. Hangzhou EZVIZ's downside and upside margins for the forecasting period are 26.64 and 34.20, respectively. We have considered Hangzhou EZVIZ'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
30.15
30.42
Expected Value
34.20
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 Hangzhou EZVIZ stock data series using in forecasting. Note that when a statistical model is used to represent Hangzhou EZVIZ 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 Criteria121.0373
BiasArithmetic mean of the errors None
MADMean absolute deviation1.2546
MAPEMean absolute percentage error0.0389
SAESum of the absolute errors77.7823
A single variable polynomial regression model attempts to put a curve through the Hangzhou EZVIZ 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 Hangzhou EZVIZ

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hangzhou EZVIZ Network. 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
26.3230.2134.10
Details
Intrinsic
Valuation
LowRealHigh
27.1831.0734.96
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.6031.5541.51
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hangzhou EZVIZ. Your research has to be compared to or analyzed against Hangzhou EZVIZ's peers to derive any actionable benefits. When done correctly, Hangzhou EZVIZ'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 Hangzhou EZVIZ Network.

Other Forecasting Options for Hangzhou EZVIZ

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

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

Hangzhou EZVIZ Network 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 Hangzhou EZVIZ'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 Hangzhou EZVIZ's current price.

Hangzhou EZVIZ Market Strength Events

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

Hangzhou EZVIZ Risk Indicators

The analysis of Hangzhou EZVIZ'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 Hangzhou EZVIZ's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hangzhou 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.

Currently Active Assets on Macroaxis

Other Information on Investing in Hangzhou Stock

Hangzhou EZVIZ financial ratios help investors to determine whether Hangzhou 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 Hangzhou with respect to the benefits of owning Hangzhou EZVIZ security.