Taiwan Chinsan Stock Forecast - Double Exponential Smoothing

8042 Stock  TWD 45.80  1.35  3.04%   
The Double Exponential Smoothing forecasted value of Taiwan Chinsan Electronic on the next trading day is expected to be 46.61 with a mean absolute deviation of 0.40 and the sum of the absolute errors of 23.52. Taiwan Stock Forecast is based on your current time horizon.
  
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Taiwan Chinsan works best with periods where there are trends or seasonality.

Taiwan Chinsan Double Exponential Smoothing Price Forecast For the 3rd of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Taiwan Chinsan Electronic on the next trading day is expected to be 46.61 with a mean absolute deviation of 0.40, mean absolute percentage error of 0.91, and the sum of the absolute errors of 23.52.
Please note that although there have been many attempts to predict Taiwan 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 Taiwan Chinsan's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Taiwan Chinsan Stock Forecast Pattern

Backtest Taiwan ChinsanTaiwan Chinsan Price PredictionBuy or Sell Advice 

Taiwan Chinsan Forecasted Value

In the context of forecasting Taiwan Chinsan'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. Taiwan Chinsan's downside and upside margins for the forecasting period are 44.18 and 49.04, respectively. We have considered Taiwan Chinsan'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
45.80
46.61
Expected Value
49.04
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Taiwan Chinsan stock data series using in forecasting. Note that when a statistical model is used to represent Taiwan Chinsan 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 CriteriaHuge
BiasArithmetic mean of the errors -0.1419
MADMean absolute deviation0.3987
MAPEMean absolute percentage error0.0102
SAESum of the absolute errors23.521
When Taiwan Chinsan Electronic prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Taiwan Chinsan Electronic trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Taiwan Chinsan observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Taiwan Chinsan

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Taiwan Chinsan Electronic. 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
43.3745.8048.23
Details
Intrinsic
Valuation
LowRealHigh
41.2250.5853.01
Details
Bollinger
Band Projection (param)
LowMiddleHigh
29.4236.2943.15
Details

Other Forecasting Options for Taiwan Chinsan

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

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

Taiwan Chinsan Electronic 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 Taiwan Chinsan'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 Taiwan Chinsan's current price.

Taiwan Chinsan Market Strength Events

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

Taiwan Chinsan Risk Indicators

The analysis of Taiwan Chinsan'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 Taiwan Chinsan's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting taiwan 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 Taiwan Chinsan

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 Taiwan Chinsan 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 Taiwan Chinsan will appreciate offsetting losses from the drop in the long position's value.

Moving against Taiwan Stock

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The ability to find closely correlated positions to Taiwan Chinsan could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Taiwan Chinsan 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 Taiwan Chinsan - 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 Taiwan Chinsan Electronic to buy it.
The correlation of Taiwan Chinsan 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 Taiwan Chinsan moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Taiwan Chinsan Electronic 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 Taiwan Chinsan 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 Taiwan Stock Analysis

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