BiOptic Stock Forecast - Naive Prediction

6850 Stock   43.90  0.90  2.09%   
The Naive Prediction forecasted value of BiOptic on the next trading day is expected to be 42.75 with a mean absolute deviation of 0.68 and the sum of the absolute errors of 42.41. Investors can use prediction functions to forecast BiOptic's stock prices and determine the direction of BiOptic's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of BiOptic's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment. As of today, The value of RSI of BiOptic's share price is at 52. This suggests that the stock is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling BiOptic, making its price go up or down.

Momentum 52

 Impartial

 
Oversold
 
Overbought
The successful prediction of BiOptic'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 BiOptic and does not consider all of the tangible or intangible factors available from BiOptic's fundamental data. We analyze noise-free headlines and recent hype associated with BiOptic, which may create opportunities for some arbitrage if properly timed.
Using BiOptic hype-based prediction, you can estimate the value of BiOptic from the perspective of BiOptic response to recently generated media hype and the effects of current headlines on its competitors.
The Naive Prediction forecasted value of BiOptic on the next trading day is expected to be 42.75 with a mean absolute deviation of 0.68 and the sum of the absolute errors of 42.41.

BiOptic after-hype prediction price

    
  TWD 43.9  
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 Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment.

BiOptic Additional Predictive Modules

Most predictive techniques to examine BiOptic price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for BiOptic using various technical indicators. When you analyze BiOptic 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.
A naive forecasting model for BiOptic is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of BiOptic 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.

BiOptic Naive Prediction Price Forecast For the 29th of January

Given 90 days horizon, the Naive Prediction forecasted value of BiOptic on the next trading day is expected to be 42.75 with a mean absolute deviation of 0.68, mean absolute percentage error of 0.75, and the sum of the absolute errors of 42.41.
Please note that although there have been many attempts to predict BiOptic 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 BiOptic's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BiOptic Stock Forecast Pattern

BiOptic Forecasted Value

In the context of forecasting BiOptic'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. BiOptic's downside and upside margins for the forecasting period are 40.48 and 45.03, respectively. We have considered BiOptic'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
43.90
42.75
Expected Value
45.03
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 BiOptic stock data series using in forecasting. Note that when a statistical model is used to represent BiOptic 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 Criteria119.6598
BiasArithmetic mean of the errors None
MADMean absolute deviation0.6841
MAPEMean absolute percentage error0.0161
SAESum of the absolute errors42.4139
This model is not at all useful as a medium-long range forecasting tool of BiOptic. 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 BiOptic. 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 BiOptic

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BiOptic. 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.

BiOptic Estimiated After-Hype Price Volatility

As far as predicting the price of BiOptic 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 BiOptic 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 BiOptic, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

BiOptic Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as BiOptic is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading BiOptic 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 BiOptic, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.01 
2.28
 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
43.90
43.90
0.00 
0.00  
Notes

BiOptic Hype Timeline

BiOptic is presently traded for 43.90on Taiwan OTC Exchange of Taiwan. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. BiOptic 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 -0.01%. %. The volatility of related hype on BiOptic is about 0.0%, with the expected price after the next announcement by competition of 43.90. Assuming the 90 days trading horizon the next anticipated press release will be in 5 to 10 days.
Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in employment.

BiOptic Related Hype Analysis

Having access to credible news sources related to BiOptic's direct competition is more important than ever and may enhance your ability to predict BiOptic's future price movements. Getting to know how BiOptic'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 BiOptic may potentially react to the hype associated with one of its peers.

Other Forecasting Options for BiOptic

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

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

BiOptic Market Strength Events

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

BiOptic Risk Indicators

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

The number of cover stories for BiOptic depends on current market conditions and BiOptic's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that BiOptic 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 BiOptic's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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Additional Tools for BiOptic Stock Analysis

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