Huatian Hotel Stock Forecast - Simple Regression

000428 Stock   3.42  0.10  3.01%   
The Simple Regression forecasted value of Huatian Hotel Group on the next trading day is expected to be 3.56 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.50. Huatian Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Huatian Hotel stock prices and determine the direction of Huatian Hotel Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Huatian Hotel's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Huatian Hotel's Total Assets are projected to decrease significantly based on the last few years of reporting. The current year's Total Stockholder Equity is expected to grow to about 1.7 B, whereas Other Current Liabilities is forecasted to decline to about 22.8 M.
Simple Regression model is a single variable regression model that attempts to put a straight line through Huatian Hotel price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Huatian Hotel Simple Regression Price Forecast For the 28th of November

Given 90 days horizon, the Simple Regression forecasted value of Huatian Hotel Group on the next trading day is expected to be 3.56 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.03, and the sum of the absolute errors of 7.50.
Please note that although there have been many attempts to predict Huatian 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 Huatian Hotel's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Huatian Hotel Stock Forecast Pattern

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Huatian Hotel Forecasted Value

In the context of forecasting Huatian Hotel'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. Huatian Hotel's downside and upside margins for the forecasting period are 0.50 and 6.62, respectively. We have considered Huatian Hotel'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
3.42
3.56
Expected Value
6.62
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Huatian Hotel stock data series using in forecasting. Note that when a statistical model is used to represent Huatian Hotel 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 Criteria114.4704
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1229
MAPEMean absolute percentage error0.0373
SAESum of the absolute errors7.4978
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Huatian Hotel Group historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Huatian Hotel

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Huatian Hotel Group. 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
0.363.426.48
Details
Intrinsic
Valuation
LowRealHigh
0.142.825.88
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Huatian Hotel. Your research has to be compared to or analyzed against Huatian Hotel's peers to derive any actionable benefits. When done correctly, Huatian Hotel'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 Huatian Hotel Group.

Other Forecasting Options for Huatian Hotel

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

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

Huatian Hotel Group 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 Huatian Hotel'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 Huatian Hotel's current price.

Huatian Hotel Market Strength Events

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

Huatian Hotel Risk Indicators

The analysis of Huatian Hotel'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 Huatian Hotel's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting huatian 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 Huatian Stock

Huatian Hotel financial ratios help investors to determine whether Huatian 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 Huatian with respect to the benefits of owning Huatian Hotel security.