Channel Well Stock Forecast - Double Exponential Smoothing

3078 Stock  TWD 72.10  0.60  0.83%   
The Double Exponential Smoothing forecasted value of Channel Well Technology on the next trading day is expected to be 72.50 with a mean absolute deviation of 0.98 and the sum of the absolute errors of 58.60. Channel 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 Channel Well works best with periods where there are trends or seasonality.

Channel Well Double Exponential Smoothing Price Forecast For the 9th of January

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Channel Well Technology on the next trading day is expected to be 72.50 with a mean absolute deviation of 0.98, mean absolute percentage error of 1.94, and the sum of the absolute errors of 58.60.
Please note that although there have been many attempts to predict Channel 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 Channel Well's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Channel Well Stock Forecast Pattern

Backtest Channel WellChannel Well Price PredictionBuy or Sell Advice 

Channel Well Forecasted Value

In the context of forecasting Channel Well'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. Channel Well's downside and upside margins for the forecasting period are 70.43 and 74.57, respectively. We have considered Channel Well'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
72.10
72.50
Expected Value
74.57
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 Channel Well stock data series using in forecasting. Note that when a statistical model is used to represent Channel Well 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 0.2633
MADMean absolute deviation0.9767
MAPEMean absolute percentage error0.0147
SAESum of the absolute errors58.6
When Channel Well Technology 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 Channel Well Technology 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 Channel Well observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Channel Well

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Channel Well Technology. 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
69.9972.1074.21
Details
Intrinsic
Valuation
LowRealHigh
60.6262.7379.31
Details

Other Forecasting Options for Channel Well

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

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

Channel Well Technology 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 Channel Well'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 Channel Well's current price.

Channel Well Market Strength Events

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

Channel Well Risk Indicators

The analysis of Channel Well'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 Channel Well's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting channel 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 Channel Well

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 Channel Well 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 Channel Well will appreciate offsetting losses from the drop in the long position's value.

Moving together with Channel Stock

  0.692454 MediaTekPairCorr

Moving against Channel Stock

  0.782317 Hon Hai PrecisionPairCorr
  0.731303 Nan Ya PlasticsPairCorr
  0.671301 Formosa Plastics CorpPairCorr
  0.626505 Formosa PetrochemicalPairCorr
  0.565274 Aspeed TechnologyPairCorr
The ability to find closely correlated positions to Channel Well could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Channel Well 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 Channel Well - 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 Channel Well Technology to buy it.
The correlation of Channel Well 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 Channel Well moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Channel Well Technology 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 Channel Well 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 Channel Stock Analysis

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