Xinyuan Real Stock Forecast - Double Exponential Smoothing
| XIN Stock | USD 3.25 0.09 2.69% |
The Double Exponential Smoothing forecasted value of Xinyuan Real Estate on the next trading day is expected to be 3.27 with a mean absolute deviation of 0.22 and the sum of the absolute errors of 13.13. Xinyuan Stock Forecast is based on your current time horizon. Although Xinyuan Real's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Xinyuan Real's systematic risk associated with finding meaningful patterns of Xinyuan Real fundamentals over time.
Xinyuan |
Xinyuan Real Double Exponential Smoothing Price Forecast For the 26th of November
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Xinyuan Real Estate on the next trading day is expected to be 3.27 with a mean absolute deviation of 0.22, mean absolute percentage error of 0.14, and the sum of the absolute errors of 13.13.Please note that although there have been many attempts to predict Xinyuan 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 Xinyuan Real's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Xinyuan Real Stock Forecast Pattern
| Backtest Xinyuan Real | Xinyuan Real Price Prediction | Buy or Sell Advice |
Xinyuan Real Forecasted Value
In the context of forecasting Xinyuan Real'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. Xinyuan Real's downside and upside margins for the forecasting period are 0.03 and 12.07, respectively. We have considered Xinyuan Real'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 Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Xinyuan Real stock data series using in forecasting. Note that when a statistical model is used to represent Xinyuan Real 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 | Huge |
| Bias | Arithmetic mean of the errors | 0.0124 |
| MAD | Mean absolute deviation | 0.2225 |
| MAPE | Mean absolute percentage error | 0.0558 |
| SAE | Sum of the absolute errors | 13.13 |
Predictive Modules for Xinyuan Real
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Xinyuan Real Estate. 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 Xinyuan Real
For every potential investor in Xinyuan, whether a beginner or expert, Xinyuan Real's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Xinyuan Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Xinyuan. Basic forecasting techniques help filter out the noise by identifying Xinyuan Real's price trends.Xinyuan Real 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 Xinyuan Real stock to make a market-neutral strategy. Peer analysis of Xinyuan Real could also be used in its relative valuation, which is a method of valuing Xinyuan Real by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Xinyuan Real Estate 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 Xinyuan Real'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 Xinyuan Real's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Xinyuan Real Market Strength Events
Market strength indicators help investors to evaluate how Xinyuan Real stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Xinyuan Real shares will generate the highest return on investment. By undertsting and applying Xinyuan Real stock market strength indicators, traders can identify Xinyuan Real Estate entry and exit signals to maximize returns.
Xinyuan Real Risk Indicators
The analysis of Xinyuan Real'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 Xinyuan Real's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting xinyuan 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 | 5.15 | |||
| Semi Deviation | 6.72 | |||
| Standard Deviation | 8.65 | |||
| Variance | 74.9 | |||
| Downside Variance | 58.01 | |||
| Semi Variance | 45.17 | |||
| Expected Short fall | (6.27) |
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.
Pair Trading with Xinyuan Real
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Xinyuan Real position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Xinyuan Real will appreciate offsetting losses from the drop in the long position's value.Moving against Xinyuan Stock
| 0.56 | RC | Ready Capital Corp Sell-off Trend | PairCorr |
| 0.51 | AHT-PF | Ashford Hospitality Trust | PairCorr |
| 0.44 | UK | Ucommune International | PairCorr |
| 0.43 | AHT-PH | Ashford Hospitality Trust | PairCorr |
| 0.4 | FR | First Industrial Realty | PairCorr |
The ability to find closely correlated positions to Xinyuan Real could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Xinyuan Real when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Xinyuan Real - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Xinyuan Real Estate to buy it.
The correlation of Xinyuan Real is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Xinyuan Real moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Xinyuan Real Estate moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Xinyuan Real can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Xinyuan Real to cross-verify your projections. You can also try the Portfolio Backtesting module to avoid under-diversification and over-optimization by backtesting your portfolios.
Is Real Estate Management & Development space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Xinyuan Real. If investors know Xinyuan will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Xinyuan Real listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 4.927 | Earnings Share 6.58 | Revenue Per Share 150.905 | Quarterly Revenue Growth (0.27) | Return On Assets 0.0052 |
The market value of Xinyuan Real Estate is measured differently than its book value, which is the value of Xinyuan that is recorded on the company's balance sheet. Investors also form their own opinion of Xinyuan Real's value that differs from its market value or its book value, called intrinsic value, which is Xinyuan Real's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Xinyuan Real's market value can be influenced by many factors that don't directly affect Xinyuan Real's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Xinyuan Real's value and its price as these two are different measures arrived at by different means. Investors typically determine if Xinyuan Real is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Xinyuan Real's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.