Xin Chio Stock Forecast - 4 Period Moving Average

3171 Stock  TWD 35.55  0.05  0.14%   
The 4 Period Moving Average forecasted value of Xin Chio Global on the next trading day is expected to be 35.50 with a mean absolute deviation of 1.03 and the sum of the absolute errors of 59.92. Xin Stock Forecast is based on your current time horizon.
  
A four-period moving average forecast model for Xin Chio Global 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.

Xin Chio 4 Period Moving Average Price Forecast For the 20th of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Xin Chio Global on the next trading day is expected to be 35.50 with a mean absolute deviation of 1.03, mean absolute percentage error of 5.16, and the sum of the absolute errors of 59.92.
Please note that although there have been many attempts to predict Xin 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 Xin Chio's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Xin Chio Stock Forecast Pattern

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Xin Chio Forecasted Value

In the context of forecasting Xin Chio'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. Xin Chio's downside and upside margins for the forecasting period are 32.06 and 38.94, respectively. We have considered Xin Chio'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
35.55
35.50
Expected Value
38.94
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 Xin Chio stock data series using in forecasting. Note that when a statistical model is used to represent Xin Chio 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 Criteria114.237
BiasArithmetic mean of the errors 0.6812
MADMean absolute deviation1.0331
MAPEMean absolute percentage error0.0255
SAESum of the absolute errors59.9175
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 Xin Chio. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Xin Chio Global and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Xin Chio

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Xin Chio Global. 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
32.1135.5538.99
Details
Intrinsic
Valuation
LowRealHigh
31.9939.8843.32
Details

Other Forecasting Options for Xin Chio

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

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

Xin Chio Global 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 Xin Chio'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 Xin Chio's current price.

Xin Chio Market Strength Events

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

Xin Chio Risk Indicators

The analysis of Xin Chio'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 Xin Chio's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting xin 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.

Additional Tools for Xin Stock Analysis

When running Xin Chio's price analysis, check to measure Xin Chio'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 Xin Chio is operating at the current time. Most of Xin Chio's value examination focuses on studying past and present price action to predict the probability of Xin Chio's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Xin Chio's price. Additionally, you may evaluate how the addition of Xin Chio to your portfolios can decrease your overall portfolio volatility.