Micro Star Stock Forecast - Polynomial Regression
| 2377 Stock | TWD 181.50 0.00 0.00% |
The Polynomial Regression forecasted value of Micro Star International Co on the next trading day is expected to be 180.54 with a mean absolute deviation of 3.25 and the sum of the absolute errors of 198.23. Micro Stock Forecast is based on your current time horizon.
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Micro Star Polynomial Regression Price Forecast For the 3rd of February
Given 90 days horizon, the Polynomial Regression forecasted value of Micro Star International Co on the next trading day is expected to be 180.54 with a mean absolute deviation of 3.25, mean absolute percentage error of 18.55, and the sum of the absolute errors of 198.23.Please note that although there have been many attempts to predict Micro 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 Micro Star's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Micro Star Stock Forecast Pattern
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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 Micro Star stock data series using in forecasting. Note that when a statistical model is used to represent Micro Star 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 | 121.0309 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.2497 |
| MAPE | Mean absolute percentage error | 0.0181 |
| SAE | Sum of the absolute errors | 198.2315 |
Predictive Modules for Micro Star
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Micro Star Internati. 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.Micro Star 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 Micro Star stock to make a market-neutral strategy. Peer analysis of Micro Star could also be used in its relative valuation, which is a method of valuing Micro Star by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Micro Star Market Strength Events
Market strength indicators help investors to evaluate how Micro Star stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Micro Star shares will generate the highest return on investment. By undertsting and applying Micro Star stock market strength indicators, traders can identify Micro Star International Co entry and exit signals to maximize returns.
| Accumulation Distribution | 0.0163 | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 182.0 | |||
| Day Typical Price | 181.83 | |||
| Market Facilitation Index | 3.0 | |||
| Price Action Indicator | (0.50) |
Micro Star Risk Indicators
The analysis of Micro Star'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 Micro Star's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting micro 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 | 1.16 | |||
| Semi Deviation | 1.49 | |||
| Standard Deviation | 1.7 | |||
| Variance | 2.88 | |||
| Downside Variance | 2.93 | |||
| Semi Variance | 2.22 | |||
| Expected Short fall | (1.43) |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Tools for Micro Stock Analysis
When running Micro Star's price analysis, check to measure Micro Star'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 Micro Star is operating at the current time. Most of Micro Star's value examination focuses on studying past and present price action to predict the probability of Micro Star's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Micro Star's price. Additionally, you may evaluate how the addition of Micro Star to your portfolios can decrease your overall portfolio volatility.