Guangdong Marubi Stock Forecast - Simple Regression

603983 Stock   30.88  0.57  1.88%   
The Simple Regression forecasted value of Guangdong Marubi Biotechnology on the next trading day is expected to be 32.16 with a mean absolute deviation of 1.48 and the sum of the absolute errors of 90.04. Guangdong Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Guangdong Marubi stock prices and determine the direction of Guangdong Marubi Biotechnology's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Guangdong Marubi's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Guangdong Marubi 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 Marubi Simple Regression Price Forecast For the 27th of February

Given 90 days horizon, the Simple Regression forecasted value of Guangdong Marubi Biotechnology on the next trading day is expected to be 32.16 with a mean absolute deviation of 1.48, mean absolute percentage error of 3.13, and the sum of the absolute errors of 90.04.
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 Marubi's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Guangdong Marubi Stock Forecast Pattern

Backtest Guangdong MarubiGuangdong Marubi Price PredictionBuy or Sell Advice 

Guangdong Marubi Forecasted Value

In the context of forecasting Guangdong Marubi'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 Marubi's downside and upside margins for the forecasting period are 29.25 and 35.07, respectively. We have considered Guangdong Marubi'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
30.88
32.16
Expected Value
35.07
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 Marubi stock data series using in forecasting. Note that when a statistical model is used to represent Guangdong Marubi 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 Criteria119.2512
BiasArithmetic mean of the errors None
MADMean absolute deviation1.4761
MAPEMean absolute percentage error0.0469
SAESum of the absolute errors90.0437
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 Marubi Biotechnology 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 Marubi

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 Marubi Bio. 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
27.5630.4733.38
Details
Intrinsic
Valuation
LowRealHigh
23.2526.1633.34
Details
Bollinger
Band Projection (param)
LowMiddleHigh
29.3131.2833.24
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Guangdong Marubi. Your research has to be compared to or analyzed against Guangdong Marubi's peers to derive any actionable benefits. When done correctly, Guangdong Marubi'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 Guangdong Marubi Bio.

Other Forecasting Options for Guangdong Marubi

For every potential investor in Guangdong, whether a beginner or expert, Guangdong Marubi'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 Marubi's price trends.

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

Guangdong Marubi Bio 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 Marubi'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 Marubi's current price.

Guangdong Marubi Market Strength Events

Market strength indicators help investors to evaluate how Guangdong Marubi 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 Marubi shares will generate the highest return on investment. By undertsting and applying Guangdong Marubi stock market strength indicators, traders can identify Guangdong Marubi Biotechnology entry and exit signals to maximize returns.

Guangdong Marubi Risk Indicators

The analysis of Guangdong Marubi'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 Marubi'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.

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Other Information on Investing in Guangdong Stock

Guangdong Marubi 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 Marubi security.