China General Stock Forecast - Simple Exponential Smoothing

1305 Stock  TWD 13.80  0.50  3.50%   
The Simple Exponential Smoothing forecasted value of China General Plastics on the next trading day is expected to be 13.80 with a mean absolute deviation of 0.23 and the sum of the absolute errors of 13.95. China Stock Forecast is based on your current time horizon.
  
China General simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for China General Plastics are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as China General Plastics prices get older.

China General Simple Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of China General Plastics on the next trading day is expected to be 13.80 with a mean absolute deviation of 0.23, mean absolute percentage error of 0.12, and the sum of the absolute errors of 13.95.
Please note that although there have been many attempts to predict China 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 China General's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

China General Stock Forecast Pattern

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China General Forecasted Value

In the context of forecasting China General'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. China General's downside and upside margins for the forecasting period are 11.66 and 15.94, respectively. We have considered China General'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
13.80
13.80
Expected Value
15.94
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of China General stock data series using in forecasting. Note that when a statistical model is used to represent China General 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 Criteria115.9747
BiasArithmetic mean of the errors 0.0467
MADMean absolute deviation0.2287
MAPEMean absolute percentage error0.0144
SAESum of the absolute errors13.95
This simple exponential smoothing model begins by setting China General Plastics forecast for the second period equal to the observation of the first period. In other words, recent China General observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for China General

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as China General Plastics. 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
11.6613.8015.94
Details
Intrinsic
Valuation
LowRealHigh
10.5912.7314.87
Details
Bollinger
Band Projection (param)
LowMiddleHigh
13.9715.3316.68
Details

Other Forecasting Options for China General

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

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

China General Plastics 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 China General'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 China General's current price.

China General Market Strength Events

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

China General Risk Indicators

The analysis of China General'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 China General's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting china 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.

Additional Tools for China Stock Analysis

When running China General's price analysis, check to measure China General's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy China General is operating at the current time. Most of China General's value examination focuses on studying past and present price action to predict the probability of China General's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move China General's price. Additionally, you may evaluate how the addition of China General to your portfolios can decrease your overall portfolio volatility.