Holtek Semiconductor Stock Forecast - Triple Exponential Smoothing

6202 Stock  TWD 51.80  1.30  2.45%   
The Triple Exponential Smoothing forecasted value of Holtek Semiconductor on the next trading day is expected to be 51.45 with a mean absolute deviation of 1.21 and the sum of the absolute errors of 71.54. Holtek Stock Forecast is based on your current time horizon.
  
Triple exponential smoothing for Holtek Semiconductor - 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 Holtek Semiconductor 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 Holtek Semiconductor price movement. However, neither of these exponential smoothing models address any seasonality of Holtek Semiconductor.

Holtek Semiconductor Triple Exponential Smoothing Price Forecast For the 29th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Holtek Semiconductor on the next trading day is expected to be 51.45 with a mean absolute deviation of 1.21, mean absolute percentage error of 2.33, and the sum of the absolute errors of 71.54.
Please note that although there have been many attempts to predict Holtek 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 Holtek Semiconductor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Holtek Semiconductor Stock Forecast Pattern

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Holtek Semiconductor Forecasted Value

In the context of forecasting Holtek Semiconductor'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. Holtek Semiconductor's downside and upside margins for the forecasting period are 48.83 and 54.07, respectively. We have considered Holtek Semiconductor'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
51.80
51.45
Expected Value
54.07
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 Holtek Semiconductor stock data series using in forecasting. Note that when a statistical model is used to represent Holtek Semiconductor 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 -0.1652
MADMean absolute deviation1.2126
MAPEMean absolute percentage error0.0232
SAESum of the absolute errors71.5414
As with simple exponential smoothing, in triple exponential smoothing models past Holtek Semiconductor 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 Holtek Semiconductor observations.

Predictive Modules for Holtek Semiconductor

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Holtek Semiconductor. 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
49.1851.8054.42
Details
Intrinsic
Valuation
LowRealHigh
45.6948.3156.98
Details

Other Forecasting Options for Holtek Semiconductor

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

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

Holtek Semiconductor 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 Holtek Semiconductor'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 Holtek Semiconductor's current price.

Holtek Semiconductor Market Strength Events

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

Holtek Semiconductor Risk Indicators

The analysis of Holtek Semiconductor'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 Holtek Semiconductor's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting holtek 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Holtek Stock Analysis

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