Guangdong Advertising Stock Forecast - Simple Regression

002400 Stock   8.54  0.56  7.02%   
The Simple Regression forecasted value of Guangdong Advertising Co on the next trading day is expected to be 7.87 with a mean absolute deviation of 0.38 and the sum of the absolute errors of 23.38. Guangdong Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Guangdong Advertising stock prices and determine the direction of Guangdong Advertising Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Guangdong Advertising's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At present, Guangdong Advertising's Total Current Liabilities is projected to increase significantly based on the last few years of reporting. The current year's Accounts Payable is expected to grow to about 3.6 B, whereas Total Assets are forecasted to decline to about 6.4 B.
Simple Regression model is a single variable regression model that attempts to put a straight line through Guangdong Advertising 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.

Guangdong Advertising Simple Regression Price Forecast For the 28th of November

Given 90 days horizon, the Simple Regression forecasted value of Guangdong Advertising Co on the next trading day is expected to be 7.87 with a mean absolute deviation of 0.38, mean absolute percentage error of 0.20, and the sum of the absolute errors of 23.38.
Please note that although there have been many attempts to predict Guangdong 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 Guangdong Advertising's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Guangdong Advertising Stock Forecast Pattern

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Guangdong Advertising Forecasted Value

In the context of forecasting Guangdong Advertising'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. Guangdong Advertising's downside and upside margins for the forecasting period are 3.42 and 12.32, respectively. We have considered Guangdong Advertising'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
8.54
7.87
Expected Value
12.32
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 Guangdong Advertising stock data series using in forecasting. Note that when a statistical model is used to represent Guangdong Advertising 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 Criteria116.4799
BiasArithmetic mean of the errors None
MADMean absolute deviation0.3832
MAPEMean absolute percentage error0.0666
SAESum of the absolute errors23.3775
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 Guangdong Advertising Co 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 Guangdong Advertising

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Guangdong Advertising. 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
4.639.0813.53
Details
Intrinsic
Valuation
LowRealHigh
3.247.6912.14
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.000.000.00
Details

Other Forecasting Options for Guangdong Advertising

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

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

Guangdong Advertising 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 Guangdong Advertising'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 Guangdong Advertising's current price.

Guangdong Advertising Market Strength Events

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

Guangdong Advertising Risk Indicators

The analysis of Guangdong Advertising'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 Guangdong Advertising's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting guangdong 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 Guangdong Stock

Guangdong Advertising financial ratios help investors to determine whether Guangdong 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 Guangdong with respect to the benefits of owning Guangdong Advertising security.