CoAsia Microelectronics Stock Forecast - Naive Prediction

8096 Stock  TWD 39.10  0.20  0.51%   
The Naive Prediction forecasted value of CoAsia Microelectronics on the next trading day is expected to be 38.42 with a mean absolute deviation of 1.02 and the sum of the absolute errors of 61.92. CoAsia Stock Forecast is based on your current time horizon.
  
A naive forecasting model for CoAsia Microelectronics is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of CoAsia Microelectronics value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

CoAsia Microelectronics Naive Prediction Price Forecast For the 5th of December

Given 90 days horizon, the Naive Prediction forecasted value of CoAsia Microelectronics on the next trading day is expected to be 38.42 with a mean absolute deviation of 1.02, mean absolute percentage error of 1.93, and the sum of the absolute errors of 61.92.
Please note that although there have been many attempts to predict CoAsia 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 CoAsia Microelectronics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CoAsia Microelectronics Stock Forecast Pattern

Backtest CoAsia MicroelectronicsCoAsia Microelectronics Price PredictionBuy or Sell Advice 

CoAsia Microelectronics Forecasted Value

In the context of forecasting CoAsia Microelectronics' 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. CoAsia Microelectronics' downside and upside margins for the forecasting period are 35.45 and 41.40, respectively. We have considered CoAsia Microelectronics' 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
39.10
38.42
Expected Value
41.40
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of CoAsia Microelectronics stock data series using in forecasting. Note that when a statistical model is used to represent CoAsia Microelectronics 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 Criteria118.7677
BiasArithmetic mean of the errors None
MADMean absolute deviation1.015
MAPEMean absolute percentage error0.024
SAESum of the absolute errors61.9155
This model is not at all useful as a medium-long range forecasting tool of CoAsia Microelectronics. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict CoAsia Microelectronics. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for CoAsia Microelectronics

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CoAsia Microelectronics. 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
36.1039.1042.10
Details
Intrinsic
Valuation
LowRealHigh
33.3636.3639.36
Details
Bollinger
Band Projection (param)
LowMiddleHigh
38.1239.3440.57
Details

Other Forecasting Options for CoAsia Microelectronics

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

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

CoAsia Microelectronics 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 CoAsia Microelectronics' 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 CoAsia Microelectronics' current price.

CoAsia Microelectronics Market Strength Events

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

CoAsia Microelectronics Risk Indicators

The analysis of CoAsia Microelectronics' 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 CoAsia Microelectronics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting coasia 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.

Pair Trading with CoAsia Microelectronics

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if CoAsia Microelectronics position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in CoAsia Microelectronics will appreciate offsetting losses from the drop in the long position's value.

Moving together with CoAsia Stock

  0.892303 United MicroelectronicsPairCorr
  0.813034 Novatek MicroelectronicsPairCorr

Moving against CoAsia Stock

  0.733443 Global Unichip CorpPairCorr
  0.722330 Taiwan SemiconductorPairCorr
  0.710050 YuantaP shares TaiwanPairCorr
  0.690057 Fubon MSCI TaiwanPairCorr
  0.662454 MediaTekPairCorr
The ability to find closely correlated positions to CoAsia Microelectronics could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace CoAsia Microelectronics when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back CoAsia Microelectronics - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling CoAsia Microelectronics to buy it.
The correlation of CoAsia Microelectronics is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as CoAsia Microelectronics moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if CoAsia Microelectronics moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for CoAsia Microelectronics can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for CoAsia Stock Analysis

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