Winstek Semiconductor Stock Forecast - Naive Prediction

3265 Stock  TWD 131.00  3.00  2.34%   
The Naive Prediction forecasted value of Winstek Semiconductor Co on the next trading day is expected to be 127.08 with a mean absolute deviation of  2.95  and the sum of the absolute errors of 180.16. Winstek Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Winstek Semiconductor stock prices and determine the direction of Winstek Semiconductor Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Winstek Semiconductor's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Winstek Semiconductor to cross-verify your projections.
  
Most investors in Winstek Semiconductor cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Winstek Semiconductor's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Winstek Semiconductor's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Winstek Semiconductor is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Winstek Semiconductor Co value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Winstek Semiconductor Naive Prediction Price Forecast For the 24th of May

Given 90 days horizon, the Naive Prediction forecasted value of Winstek Semiconductor Co on the next trading day is expected to be 127.08 with a mean absolute deviation of 2.95, mean absolute percentage error of 13.82, and the sum of the absolute errors of 180.16.
Please note that although there have been many attempts to predict Winstek 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 Winstek Semiconductor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Winstek Semiconductor Stock Forecast Pattern

Backtest Winstek SemiconductorWinstek Semiconductor Price PredictionBuy or Sell Advice 

Winstek Semiconductor Forecasted Value

In the context of forecasting Winstek 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. Winstek Semiconductor's downside and upside margins for the forecasting period are 124.74 and 129.42, respectively. We have considered Winstek 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
131.00
124.74
Downside
127.08
Expected Value
129.42
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Winstek Semiconductor stock data series using in forecasting. Note that when a statistical model is used to represent Winstek 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 Criteria120.7364
BiasArithmetic mean of the errors None
MADMean absolute deviation2.9534
MAPEMean absolute percentage error0.0232
SAESum of the absolute errors180.1584
This model is not at all useful as a medium-long range forecasting tool of Winstek Semiconductor Co. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Winstek Semiconductor. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Winstek 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 Winstek 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Winstek Semiconductor's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
128.66131.00133.34
Details
Intrinsic
Valuation
LowRealHigh
109.02111.36144.10
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Winstek Semiconductor. Your research has to be compared to or analyzed against Winstek Semiconductor's peers to derive any actionable benefits. When done correctly, Winstek Semiconductor's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Winstek Semiconductor.

Other Forecasting Options for Winstek Semiconductor

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

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

Winstek 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 Winstek 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 Winstek Semiconductor's current price.

Winstek Semiconductor Market Strength Events

Market strength indicators help investors to evaluate how Winstek 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 Winstek Semiconductor shares will generate the highest return on investment. By undertsting and applying Winstek Semiconductor stock market strength indicators, traders can identify Winstek Semiconductor Co entry and exit signals to maximize returns.

Winstek Semiconductor Risk Indicators

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

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Check out Historical Fundamental Analysis of Winstek Semiconductor to cross-verify your projections.
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Please note, there is a significant difference between Winstek Semiconductor's value and its price as these two are different measures arrived at by different means. Investors typically determine if Winstek Semiconductor is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Winstek Semiconductor's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.