Formosa Optical Stock Forecast - Naive Prediction
| 5312 Stock | TWD 108.50 0.50 0.46% |
The Naive Prediction forecasted value of Formosa Optical Technology on the next trading day is expected to be 107.50 with a mean absolute deviation of 0.90 and the sum of the absolute errors of 54.70. Formosa Stock Forecast is based on your current time horizon.
Formosa |
Formosa Optical Naive Prediction Price Forecast For the 24th of December
Given 90 days horizon, the Naive Prediction forecasted value of Formosa Optical Technology on the next trading day is expected to be 107.50 with a mean absolute deviation of 0.90, mean absolute percentage error of 1.37, and the sum of the absolute errors of 54.70.Please note that although there have been many attempts to predict Formosa 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 Formosa Optical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Formosa Optical Stock Forecast Pattern
| Backtest Formosa Optical | Formosa Optical Price Prediction | Buy or Sell Advice |
Formosa Optical Forecasted Value
In the context of forecasting Formosa Optical'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. Formosa Optical's downside and upside margins for the forecasting period are 106.56 and 108.43, respectively. We have considered Formosa Optical'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 Formosa Optical stock data series using in forecasting. Note that when a statistical model is used to represent Formosa Optical 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 | 118.4231 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.8968 |
| MAPE | Mean absolute percentage error | 0.0085 |
| SAE | Sum of the absolute errors | 54.704 |
Predictive Modules for Formosa Optical
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Formosa Optical Tech. 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 Formosa Optical
For every potential investor in Formosa, whether a beginner or expert, Formosa Optical's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Formosa Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Formosa. Basic forecasting techniques help filter out the noise by identifying Formosa Optical's price trends.Formosa Optical 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 Formosa Optical stock to make a market-neutral strategy. Peer analysis of Formosa Optical could also be used in its relative valuation, which is a method of valuing Formosa Optical by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Formosa Optical Tech 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 Formosa Optical'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 Formosa Optical's current price.| Cycle Indicators | ||
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| Overlap Studies | ||
| Pattern Recognition | ||
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| Volume Indicators |
Formosa Optical Market Strength Events
Market strength indicators help investors to evaluate how Formosa Optical stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Formosa Optical shares will generate the highest return on investment. By undertsting and applying Formosa Optical stock market strength indicators, traders can identify Formosa Optical Technology entry and exit signals to maximize returns.
Formosa Optical Risk Indicators
The analysis of Formosa Optical'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 Formosa Optical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting formosa 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 | 0.6284 | |||
| Semi Deviation | 0.3986 | |||
| Standard Deviation | 0.9183 | |||
| Variance | 0.8432 | |||
| Downside Variance | 0.6294 | |||
| Semi Variance | 0.1589 | |||
| Expected Short fall | (1.07) |
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 Formosa Optical
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 Formosa Optical 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 Formosa Optical will appreciate offsetting losses from the drop in the long position's value.Moving against Formosa Stock
| 0.91 | 3206 | Kingstate Electronics | PairCorr |
| 0.8 | 4108 | Phytohealth Corp | PairCorr |
| 0.74 | 3556 | eGalaxeMPIA Technology | PairCorr |
| 0.71 | 5215 | Ko Ja Cayman | PairCorr |
| 0.51 | 4702 | Allied Industrial | PairCorr |
The ability to find closely correlated positions to Formosa Optical could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Formosa Optical 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 Formosa Optical - 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 Formosa Optical Technology to buy it.
The correlation of Formosa Optical 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 Formosa Optical moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Formosa Optical Tech 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 Formosa Optical 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 Formosa Stock Analysis
When running Formosa Optical's price analysis, check to measure Formosa Optical'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 Formosa Optical is operating at the current time. Most of Formosa Optical's value examination focuses on studying past and present price action to predict the probability of Formosa Optical's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Formosa Optical's price. Additionally, you may evaluate how the addition of Formosa Optical to your portfolios can decrease your overall portfolio volatility.