China Development Stock Forecast - 4 Period Moving Average

2883 Stock  TWD 17.20  0.25  1.43%   
The 4 Period Moving Average forecasted value of China Development Financial on the next trading day is expected to be 17.32 with a mean absolute deviation of 0.20 and the sum of the absolute errors of 11.65. China Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for China Development Financial is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

China Development 4 Period Moving Average Price Forecast For the 29th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of China Development Financial on the next trading day is expected to be 17.32 with a mean absolute deviation of 0.20, mean absolute percentage error of 0.07, and the sum of the absolute errors of 11.65.
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 Development's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

China Development Stock Forecast Pattern

Backtest China DevelopmentChina Development Price PredictionBuy or Sell Advice 

China Development Forecasted Value

In the context of forecasting China Development'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 Development's downside and upside margins for the forecasting period are 16.03 and 18.62, respectively. We have considered China Development'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
17.20
17.32
Expected Value
18.62
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of China Development stock data series using in forecasting. Note that when a statistical model is used to represent China Development 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 Criteria109.888
BiasArithmetic mean of the errors -0.0517
MADMean absolute deviation0.2009
MAPEMean absolute percentage error0.0119
SAESum of the absolute errors11.65
The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of China Development. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for China Development Financial and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for China Development

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 Development. 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
15.9217.2018.48
Details
Intrinsic
Valuation
LowRealHigh
15.7016.9818.26
Details
Bollinger
Band Projection (param)
LowMiddleHigh
16.8117.2017.59
Details

Other Forecasting Options for China Development

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

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

China Development 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 Development'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 Development's current price.

China Development Market Strength Events

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

China Development Risk Indicators

The analysis of China Development'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 Development'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 Development's price analysis, check to measure China Development'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 Development is operating at the current time. Most of China Development's value examination focuses on studying past and present price action to predict the probability of China Development'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 Development's price. Additionally, you may evaluate how the addition of China Development to your portfolios can decrease your overall portfolio volatility.