StShine Optical Stock Forecast - Triple Exponential Smoothing

1565 Stock  TWD 197.50  5.50  2.71%   
The Triple Exponential Smoothing forecasted value of StShine Optical Co on the next trading day is expected to be 195.82 with a mean absolute deviation of 4.04 and the sum of the absolute errors of 242.32. StShine Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for StShine Optical - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When StShine Optical 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 trend in StShine Optical price movement. However, neither of these exponential smoothing models address any seasonality of StShine Optical.

StShine Optical Triple Exponential Smoothing Price Forecast For the 15th of December 2024

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of StShine Optical Co on the next trading day is expected to be 195.82 with a mean absolute deviation of 4.04, mean absolute percentage error of 29.55, and the sum of the absolute errors of 242.32.
Please note that although there have been many attempts to predict StShine 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 StShine Optical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

StShine Optical Stock Forecast Pattern

Backtest StShine OpticalStShine Optical Price PredictionBuy or Sell Advice 

StShine Optical Forecasted Value

In the context of forecasting StShine Optical'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. StShine Optical's downside and upside margins for the forecasting period are 193.31 and 198.32, respectively. We have considered StShine Optical'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
197.50
193.31
Downside
195.82
Expected Value
198.32
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of StShine Optical stock data series using in forecasting. Note that when a statistical model is used to represent StShine Optical 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 0.1303
MADMean absolute deviation4.0386
MAPEMean absolute percentage error0.0187
SAESum of the absolute errors242.316
As with simple exponential smoothing, in triple exponential smoothing models past StShine Optical observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older StShine Optical Co observations.

Predictive Modules for StShine Optical

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as StShine Optical. 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
195.00197.50200.00
Details
Intrinsic
Valuation
LowRealHigh
177.75203.00205.50
Details

Other Forecasting Options for StShine Optical

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

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

StShine Optical 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 StShine Optical'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 StShine Optical's current price.

StShine Optical Market Strength Events

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

StShine Optical Risk Indicators

The analysis of StShine Optical'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 StShine Optical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting stshine 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 StShine Optical

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 StShine Optical 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 StShine Optical will appreciate offsetting losses from the drop in the long position's value.

Moving together with StShine Stock

  0.752882B Cathay Financial HoldingPairCorr
  0.742881A Fubon Financial HoldingPairCorr
  0.682881B Fubon Financial HoldingPairCorr

Moving against StShine Stock

  0.742891C CTBC Financial HoldingPairCorr
  0.722888 Shin Kong FinancialPairCorr
The ability to find closely correlated positions to StShine Optical could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace StShine Optical 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 StShine Optical - 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 StShine Optical Co to buy it.
The correlation of StShine Optical 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 StShine Optical moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if StShine Optical 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 StShine Optical 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 StShine Stock Analysis

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