ZTO EXPRESS Stock Forecast - Polynomial Regression
| ZTOB Stock | EUR 18.80 0.10 0.53% |
The Polynomial Regression forecasted value of ZTO EXPRESS on the next trading day is expected to be 19.41 with a mean absolute deviation of 0.41 and the sum of the absolute errors of 25.19. ZTO Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ZTO EXPRESS's historical fundamentals, such as revenue growth or operating cash flow patterns.
ZTO |
ZTO EXPRESS Polynomial Regression Price Forecast For the 25th of December
Given 90 days horizon, the Polynomial Regression forecasted value of ZTO EXPRESS on the next trading day is expected to be 19.41 with a mean absolute deviation of 0.41, mean absolute percentage error of 0.30, and the sum of the absolute errors of 25.19.Please note that although there have been many attempts to predict ZTO 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 ZTO EXPRESS's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ZTO EXPRESS Stock Forecast Pattern
| Backtest ZTO EXPRESS | ZTO EXPRESS Price Prediction | Buy or Sell Advice |
ZTO EXPRESS Forecasted Value
In the context of forecasting ZTO EXPRESS'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. ZTO EXPRESS's downside and upside margins for the forecasting period are 16.05 and 22.76, respectively. We have considered ZTO EXPRESS'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.
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 ZTO EXPRESS stock data series using in forecasting. Note that when a statistical model is used to represent ZTO EXPRESS 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.| AIC | Akaike Information Criteria | 116.9137 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.413 |
| MAPE | Mean absolute percentage error | 0.0195 |
| SAE | Sum of the absolute errors | 25.1914 |
Predictive Modules for ZTO EXPRESS
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ZTO EXPRESS. 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.Other Forecasting Options for ZTO EXPRESS
For every potential investor in ZTO, whether a beginner or expert, ZTO EXPRESS's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. ZTO Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in ZTO. Basic forecasting techniques help filter out the noise by identifying ZTO EXPRESS's price trends.ZTO EXPRESS 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 ZTO EXPRESS stock to make a market-neutral strategy. Peer analysis of ZTO EXPRESS could also be used in its relative valuation, which is a method of valuing ZTO EXPRESS by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
ZTO EXPRESS 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 ZTO EXPRESS'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 ZTO EXPRESS's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
ZTO EXPRESS Market Strength Events
Market strength indicators help investors to evaluate how ZTO EXPRESS stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading ZTO EXPRESS shares will generate the highest return on investment. By undertsting and applying ZTO EXPRESS stock market strength indicators, traders can identify ZTO EXPRESS entry and exit signals to maximize returns.
ZTO EXPRESS Risk Indicators
The analysis of ZTO EXPRESS'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 ZTO EXPRESS's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting zto 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.
| Mean Deviation | 2.4 | |||
| Semi Deviation | 3.14 | |||
| Standard Deviation | 3.47 | |||
| Variance | 12.02 | |||
| Downside Variance | 12.35 | |||
| Semi Variance | 9.88 | |||
| Expected Short fall | (2.65) |
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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Additional Information and Resources on Investing in ZTO Stock
When determining whether ZTO EXPRESS offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of ZTO EXPRESS's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Zto Express Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Zto Express Stock:Check out Historical Fundamental Analysis of ZTO EXPRESS to cross-verify your projections. For more detail on how to invest in ZTO Stock please use our How to Invest in ZTO EXPRESS guide.You can also try the Competition Analyzer module to analyze and compare many basic indicators for a group of related or unrelated entities.