TaiMed Biologics Stock Forecast - Simple Exponential Smoothing
| 4147 Stock | TWD 84.30 0.10 0.12% |
The Simple Exponential Smoothing forecasted value of TaiMed Biologics on the next trading day is expected to be 84.30 with a mean absolute deviation of 0.90 and the sum of the absolute errors of 54.10. TaiMed Stock Forecast is based on your current time horizon.
TaiMed |
TaiMed Biologics Simple Exponential Smoothing Price Forecast For the 5th of December
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of TaiMed Biologics on the next trading day is expected to be 84.30 with a mean absolute deviation of 0.90, mean absolute percentage error of 1.89, and the sum of the absolute errors of 54.10.Please note that although there have been many attempts to predict TaiMed 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 TaiMed Biologics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
TaiMed Biologics Stock Forecast Pattern
| Backtest TaiMed Biologics | TaiMed Biologics Price Prediction | Buy or Sell Advice |
TaiMed Biologics Forecasted Value
In the context of forecasting TaiMed Biologics' 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. TaiMed Biologics' downside and upside margins for the forecasting period are 82.57 and 86.03, respectively. We have considered TaiMed Biologics' 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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of TaiMed Biologics stock data series using in forecasting. Note that when a statistical model is used to represent TaiMed Biologics 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 | 116.9103 |
| Bias | Arithmetic mean of the errors | -0.0617 |
| MAD | Mean absolute deviation | 0.9017 |
| MAPE | Mean absolute percentage error | 0.0112 |
| SAE | Sum of the absolute errors | 54.1 |
Predictive Modules for TaiMed Biologics
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as TaiMed Biologics. 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 TaiMed Biologics
For every potential investor in TaiMed, whether a beginner or expert, TaiMed Biologics' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. TaiMed Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in TaiMed. Basic forecasting techniques help filter out the noise by identifying TaiMed Biologics' price trends.TaiMed Biologics 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 TaiMed Biologics stock to make a market-neutral strategy. Peer analysis of TaiMed Biologics could also be used in its relative valuation, which is a method of valuing TaiMed Biologics by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
TaiMed Biologics 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 TaiMed Biologics' 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 TaiMed Biologics' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
TaiMed Biologics Market Strength Events
Market strength indicators help investors to evaluate how TaiMed Biologics stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading TaiMed Biologics shares will generate the highest return on investment. By undertsting and applying TaiMed Biologics stock market strength indicators, traders can identify TaiMed Biologics entry and exit signals to maximize returns.
TaiMed Biologics Risk Indicators
The analysis of TaiMed Biologics' 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 TaiMed Biologics' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting taimed 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 | 1.19 | |||
| Standard Deviation | 1.79 | |||
| Variance | 3.19 |
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 TaiMed Biologics
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 TaiMed Biologics 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 TaiMed Biologics will appreciate offsetting losses from the drop in the long position's value.Moving against TaiMed Stock
The ability to find closely correlated positions to TaiMed Biologics could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace TaiMed Biologics 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 TaiMed Biologics - 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 TaiMed Biologics to buy it.
The correlation of TaiMed Biologics 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 TaiMed Biologics moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if TaiMed Biologics 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 TaiMed Biologics 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 TaiMed Stock Analysis
When running TaiMed Biologics' price analysis, check to measure TaiMed Biologics' 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 TaiMed Biologics is operating at the current time. Most of TaiMed Biologics' value examination focuses on studying past and present price action to predict the probability of TaiMed Biologics' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move TaiMed Biologics' price. Additionally, you may evaluate how the addition of TaiMed Biologics to your portfolios can decrease your overall portfolio volatility.