Mechema Chemicals Stock Forecast - Polynomial Regression
| 4721 Stock | TWD 70.60 0.40 0.57% |
The Polynomial Regression forecasted value of Mechema Chemicals Int on the next trading day is expected to be 71.14 with a mean absolute deviation of 1.08 and the sum of the absolute errors of 65.81. Mechema Stock Forecast is based on your current time horizon.
Mechema |
Mechema Chemicals Polynomial Regression Price Forecast For the 5th of December
Given 90 days horizon, the Polynomial Regression forecasted value of Mechema Chemicals Int on the next trading day is expected to be 71.14 with a mean absolute deviation of 1.08, mean absolute percentage error of 1.61, and the sum of the absolute errors of 65.81.Please note that although there have been many attempts to predict Mechema 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 Mechema Chemicals' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mechema Chemicals Stock Forecast Pattern
| Backtest Mechema Chemicals | Mechema Chemicals Price Prediction | Buy or Sell Advice |
Mechema Chemicals Forecasted Value
In the context of forecasting Mechema Chemicals' 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. Mechema Chemicals' downside and upside margins for the forecasting period are 69.69 and 72.59, respectively. We have considered Mechema Chemicals' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Mechema Chemicals stock data series using in forecasting. Note that when a statistical model is used to represent Mechema Chemicals 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 | 118.5888 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.0788 |
| MAPE | Mean absolute percentage error | 0.0152 |
| SAE | Sum of the absolute errors | 65.8088 |
Predictive Modules for Mechema Chemicals
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mechema Chemicals Int. 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 Mechema Chemicals
For every potential investor in Mechema, whether a beginner or expert, Mechema Chemicals' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Mechema Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Mechema. Basic forecasting techniques help filter out the noise by identifying Mechema Chemicals' price trends.Mechema Chemicals 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 Mechema Chemicals stock to make a market-neutral strategy. Peer analysis of Mechema Chemicals could also be used in its relative valuation, which is a method of valuing Mechema Chemicals by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Mechema Chemicals Int 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 Mechema Chemicals' 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 Mechema Chemicals' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Mechema Chemicals Market Strength Events
Market strength indicators help investors to evaluate how Mechema Chemicals stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Mechema Chemicals shares will generate the highest return on investment. By undertsting and applying Mechema Chemicals stock market strength indicators, traders can identify Mechema Chemicals Int entry and exit signals to maximize returns.
Mechema Chemicals Risk Indicators
The analysis of Mechema Chemicals' 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 Mechema Chemicals' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mechema 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 | 1.14 | |||
| Standard Deviation | 1.51 | |||
| Variance | 2.28 |
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 Mechema Chemicals
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 Mechema Chemicals 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 Mechema Chemicals will appreciate offsetting losses from the drop in the long position's value.Moving together with Mechema Stock
Moving against Mechema Stock
| 0.47 | 2330 | Taiwan Semiconductor | PairCorr |
| 0.43 | 2882 | Cathay Financial Holding | PairCorr |
| 0.4 | 0057 | Fubon MSCI Taiwan | PairCorr |
| 0.38 | 2317 | Hon Hai Precision | PairCorr |
| 0.35 | 0050 | YuantaP shares Taiwan | PairCorr |
The ability to find closely correlated positions to Mechema Chemicals could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Mechema Chemicals 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 Mechema Chemicals - 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 Mechema Chemicals Int to buy it.
The correlation of Mechema Chemicals 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 Mechema Chemicals moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Mechema Chemicals Int 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 Mechema Chemicals 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 Mechema Stock Analysis
When running Mechema Chemicals' price analysis, check to measure Mechema Chemicals' 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 Mechema Chemicals is operating at the current time. Most of Mechema Chemicals' value examination focuses on studying past and present price action to predict the probability of Mechema Chemicals' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Mechema Chemicals' price. Additionally, you may evaluate how the addition of Mechema Chemicals to your portfolios can decrease your overall portfolio volatility.