Chang Ho Stock Forecast - Simple Exponential Smoothing

1468 Stock  TWD 13.20  1.20  10.00%   
Chang Stock outlook is based on your current time horizon.
The value of RSI of Chang Ho's stock price is slightly above 69. This suggests that the stock is rather overbought by investors at this time. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Chang, making its price go up or down.

Momentum 69

 Buy Stretched

 
Oversold
 
Overbought
The successful prediction of Chang Ho's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Chang Ho and does not consider all of the tangible or intangible factors available from Chang Ho's fundamental data. We analyze noise-free headlines and recent hype associated with Chang Ho Fibre, which may create opportunities for some arbitrage if properly timed.
Using Chang Ho hype-based prediction, you can estimate the value of Chang Ho Fibre from the perspective of Chang Ho response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of Chang Ho Fibre on the next trading day is expected to be 13.20 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.70.

Chang Ho after-hype prediction price

    
  TWD 13.2  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Historical Fundamental Analysis of Chang Ho to cross-verify your projections.

Chang Ho Additional Predictive Modules

Most predictive techniques to examine Chang price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Chang using various technical indicators. When you analyze Chang charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Chang Ho simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Chang Ho Fibre are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Chang Ho Fibre prices get older.

Chang Ho Simple Exponential Smoothing Price Forecast For the 27th of January

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Chang Ho Fibre on the next trading day is expected to be 13.20 with a mean absolute deviation of 0.11, mean absolute percentage error of 0.04, and the sum of the absolute errors of 6.70.
Please note that although there have been many attempts to predict Chang 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 Chang Ho's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Chang Ho Stock Forecast Pattern

Backtest Chang Ho  Chang Ho Price Prediction  Buy or Sell Advice  

Chang Ho Forecasted Value

In the context of forecasting Chang Ho'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. Chang Ho's downside and upside margins for the forecasting period are 11.59 and 14.81, respectively. We have considered Chang Ho'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
13.20
13.20
Expected Value
14.81
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Chang Ho stock data series using in forecasting. Note that when a statistical model is used to represent Chang Ho 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 Criteria113.0134
BiasArithmetic mean of the errors -0.025
MADMean absolute deviation0.1117
MAPEMean absolute percentage error0.0093
SAESum of the absolute errors6.7
This simple exponential smoothing model begins by setting Chang Ho Fibre forecast for the second period equal to the observation of the first period. In other words, recent Chang Ho observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Chang Ho

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Chang Ho Fibre. 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
11.6013.2014.80
Details
Intrinsic
Valuation
LowRealHigh
11.8815.0216.62
Details
Bollinger
Band Projection (param)
LowMiddleHigh
11.2512.0012.75
Details

Chang Ho After-Hype Price Density Analysis

As far as predicting the price of Chang Ho at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Chang Ho or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Chang Ho, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Chang Ho Estimiated After-Hype Price Volatility

In the context of predicting Chang Ho's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Chang Ho's historical news coverage. Chang Ho's after-hype downside and upside margins for the prediction period are 11.60 and 14.80, respectively. We have considered Chang Ho's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
13.20
13.20
After-hype Price
14.80
Upside
Chang Ho is very steady at this time. Analysis and calculation of next after-hype price of Chang Ho Fibre is based on 3 months time horizon.

Chang Ho Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Chang Ho is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Chang Ho backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Chang Ho, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.20 
1.61
 0.00  
 0.00  
0 Events / Month
0 Events / Month
In 5 to 10 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
13.20
13.20
0.00 
0.00  
Notes

Chang Ho Hype Timeline

Chang Ho Fibre is presently traded for 13.20on Taiwan Stock Exchange of Taiwan. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Chang is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is presently at 0.2%. %. The volatility of related hype on Chang Ho is about 0.0%, with the expected price after the next announcement by competition of 13.20. About 85.0% of the company shares are owned by insiders or employees . The company has Price-to-Book (P/B) ratio of 1.66. In the past many companies with similar price-to-book ratios have beat the market. Chang Ho Fibre last dividend was issued on the 2nd of July 2003. The entity had 108:100 split on the 14th of August 2001. Assuming the 90 days trading horizon the next anticipated press release will be in 5 to 10 days.
Check out Historical Fundamental Analysis of Chang Ho to cross-verify your projections.

Chang Ho Related Hype Analysis

Having access to credible news sources related to Chang Ho's direct competition is more important than ever and may enhance your ability to predict Chang Ho's future price movements. Getting to know how Chang Ho's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Chang Ho may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Chang Ho

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

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

Chang Ho Market Strength Events

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

Chang Ho Risk Indicators

The analysis of Chang Ho'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 Chang Ho's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting chang 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.

Story Coverage note for Chang Ho

The number of cover stories for Chang Ho depends on current market conditions and Chang Ho's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Chang Ho is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Chang Ho's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

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Additional Tools for Chang Stock Analysis

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