HannStar Board Stock Forecast - Naive Prediction

5469 Stock  TWD 50.50  0.10  0.20%   
The Naive Prediction forecasted value of HannStar Board Corp on the next trading day is expected to be 50.24 with a mean absolute deviation of 0.61 and the sum of the absolute errors of 37.82. HannStar Stock Forecast is based on your current time horizon.
  
A naive forecasting model for HannStar Board is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of HannStar Board Corp 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.

HannStar Board Naive Prediction Price Forecast For the 14th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of HannStar Board Corp on the next trading day is expected to be 50.24 with a mean absolute deviation of 0.61, mean absolute percentage error of 0.57, and the sum of the absolute errors of 37.82.
Please note that although there have been many attempts to predict HannStar 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 HannStar Board's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

HannStar Board Stock Forecast Pattern

Backtest HannStar BoardHannStar Board Price PredictionBuy or Sell Advice 

HannStar Board Forecasted Value

In the context of forecasting HannStar Board'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. HannStar Board's downside and upside margins for the forecasting period are 48.78 and 51.71, respectively. We have considered HannStar Board'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
50.50
50.24
Expected Value
51.71
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 HannStar Board stock data series using in forecasting. Note that when a statistical model is used to represent HannStar Board 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 Criteria119.3792
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6099
MAPEMean absolute percentage error0.0114
SAESum of the absolute errors37.8166
This model is not at all useful as a medium-long range forecasting tool of HannStar Board Corp. 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 HannStar Board. 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 HannStar Board

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as HannStar Board Corp. 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
49.0350.5051.97
Details
Intrinsic
Valuation
LowRealHigh
45.4552.1253.60
Details

Other Forecasting Options for HannStar Board

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

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

HannStar Board Corp 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 HannStar Board'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 HannStar Board's current price.

HannStar Board Market Strength Events

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

HannStar Board Risk Indicators

The analysis of HannStar Board'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 HannStar Board's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hannstar 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 HannStar Stock Analysis

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