Ko Ja Stock Forecast - 20 Period Moving Average

5215 Stock  TWD 46.60  0.10  0.22%   
The 20 Period Moving Average forecasted value of Ko Ja Cayman on the next trading day is expected to be 47.16 with a mean absolute deviation of 0.69 and the sum of the absolute errors of 28.34. 5215 Stock Forecast is based on your current time horizon.
  
A commonly used 20-period moving average forecast model for Ko Ja Cayman is based on a synthetically constructed Ko Jadaily price series in which the value for a trading day is replaced by the mean of that value and the values for 20 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Ko Ja 20 Period Moving Average Price Forecast For the 9th of December

Given 90 days horizon, the 20 Period Moving Average forecasted value of Ko Ja Cayman on the next trading day is expected to be 47.16 with a mean absolute deviation of 0.69, mean absolute percentage error of 0.84, and the sum of the absolute errors of 28.34.
Please note that although there have been many attempts to predict 5215 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 Ko Ja's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ko Ja Stock Forecast Pattern

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Ko Ja Forecasted Value

In the context of forecasting Ko Ja'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. Ko Ja's downside and upside margins for the forecasting period are 45.83 and 48.50, respectively. We have considered Ko Ja'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
46.60
47.16
Expected Value
48.50
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 20 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Ko Ja stock data series using in forecasting. Note that when a statistical model is used to represent Ko Ja 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 Criteria81.1739
BiasArithmetic mean of the errors 0.4757
MADMean absolute deviation0.6912
MAPEMean absolute percentage error0.0146
SAESum of the absolute errors28.3375
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Ko Ja Cayman 20-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Ko Ja

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ko Ja Cayman. 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
0.000.001.34
Details
Intrinsic
Valuation
LowRealHigh
0.000.001.34
Details
Bollinger
Band Projection (param)
LowMiddleHigh
45.5047.5549.59
Details

Other Forecasting Options for Ko Ja

For every potential investor in 5215, whether a beginner or expert, Ko Ja's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. 5215 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in 5215. Basic forecasting techniques help filter out the noise by identifying Ko Ja's price trends.

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

Ko Ja Cayman 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 Ko Ja'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 Ko Ja's current price.

Ko Ja Market Strength Events

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

Ko Ja Risk Indicators

The analysis of Ko Ja'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 Ko Ja's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting 5215 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 5215 Stock Analysis

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