Brighten Optix Stock Forecast - Naive Prediction
6747 Stock | TWD 135.50 2.00 1.50% |
The Naive Prediction forecasted value of Brighten Optix on the next trading day is expected to be 134.08 with a mean absolute deviation of 0.93 and the sum of the absolute errors of 56.55. Brighten Stock Forecast is based on your current time horizon.
Brighten |
Brighten Optix Naive Prediction Price Forecast For the 1st of December
Given 90 days horizon, the Naive Prediction forecasted value of Brighten Optix on the next trading day is expected to be 134.08 with a mean absolute deviation of 0.93, mean absolute percentage error of 1.68, and the sum of the absolute errors of 56.55.Please note that although there have been many attempts to predict Brighten 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 Brighten Optix's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Brighten Optix Stock Forecast Pattern
Backtest Brighten Optix | Brighten Optix Price Prediction | Buy or Sell Advice |
Brighten Optix Forecasted Value
In the context of forecasting Brighten Optix'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. Brighten Optix's downside and upside margins for the forecasting period are 133.18 and 134.99, respectively. We have considered Brighten Optix'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.
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 Brighten Optix stock data series using in forecasting. Note that when a statistical model is used to represent Brighten Optix 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.AIC | Akaike Information Criteria | 118.6274 |
Bias | Arithmetic mean of the errors | None |
MAD | Mean absolute deviation | 0.927 |
MAPE | Mean absolute percentage error | 0.0063 |
SAE | Sum of the absolute errors | 56.5474 |
Predictive Modules for Brighten Optix
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Brighten Optix. 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.Other Forecasting Options for Brighten Optix
For every potential investor in Brighten, whether a beginner or expert, Brighten Optix's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Brighten Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Brighten. Basic forecasting techniques help filter out the noise by identifying Brighten Optix's price trends.Brighten Optix 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 Brighten Optix stock to make a market-neutral strategy. Peer analysis of Brighten Optix could also be used in its relative valuation, which is a method of valuing Brighten Optix by comparing valuation metrics with similar companies.
Risk & Return | Correlation |
Brighten Optix 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 Brighten Optix'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 Brighten Optix's current price.Cycle Indicators | ||
Math Operators | ||
Math Transform | ||
Momentum Indicators | ||
Overlap Studies | ||
Pattern Recognition | ||
Price Transform | ||
Statistic Functions | ||
Volatility Indicators | ||
Volume Indicators |
Brighten Optix Market Strength Events
Market strength indicators help investors to evaluate how Brighten Optix stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Brighten Optix shares will generate the highest return on investment. By undertsting and applying Brighten Optix stock market strength indicators, traders can identify Brighten Optix entry and exit signals to maximize returns.
Brighten Optix Risk Indicators
The analysis of Brighten Optix'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 Brighten Optix's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting brighten 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.
Mean Deviation | 0.6823 | |||
Standard Deviation | 0.9168 | |||
Variance | 0.8406 |
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 Brighten Optix
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 Brighten Optix 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 Brighten Optix will appreciate offsetting losses from the drop in the long position's value.Moving together with Brighten Stock
0.76 | 3218 | Universal Vision Bio | PairCorr |
0.69 | 4104 | Excelsior Medical | PairCorr |
0.85 | 6762 | Delta Asia International | PairCorr |
Moving against Brighten Stock
0.77 | 2603 | Evergreen Marine Corp | PairCorr |
0.6 | 2357 | Asustek Computer | PairCorr |
0.47 | 0050 | YuantaP shares Taiwan | PairCorr |
0.42 | 0057 | Fubon MSCI Taiwan | PairCorr |
0.41 | 4129 | United Orthopedic | PairCorr |
The ability to find closely correlated positions to Brighten Optix could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Brighten Optix 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 Brighten Optix - 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 Brighten Optix to buy it.
The correlation of Brighten Optix 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 Brighten Optix moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Brighten Optix 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 Brighten Optix 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.Additional Tools for Brighten Stock Analysis
When running Brighten Optix's price analysis, check to measure Brighten Optix'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 Brighten Optix is operating at the current time. Most of Brighten Optix's value examination focuses on studying past and present price action to predict the probability of Brighten Optix's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Brighten Optix's price. Additionally, you may evaluate how the addition of Brighten Optix to your portfolios can decrease your overall portfolio volatility.