Metro Systems Stock Forward View - Simple Exponential Smoothing
| MSC Stock | THB 7.60 0.15 1.94% |
Metro Stock outlook is based on your current time horizon.
As of now the value of rsi of Metro Systems' share price is below 20 . This indicates that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards. Momentum 0
Sell Peaked
Oversold | Overbought |
Using Metro Systems hype-based prediction, you can estimate the value of Metro Systems from the perspective of Metro Systems response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of Metro Systems on the next trading day is expected to be 7.64 with a mean absolute deviation of 0.08 and the sum of the absolute errors of 4.71. Metro Systems after-hype prediction price | THB 7.6 |
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Metro |
Metro Systems Additional Predictive Modules
Most predictive techniques to examine Metro price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Metro using various technical indicators. When you analyze Metro charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Metro Systems Simple Exponential Smoothing Price Forecast For the 7th of February
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Metro Systems on the next trading day is expected to be 7.64 with a mean absolute deviation of 0.08, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.71.Please note that although there have been many attempts to predict Metro Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Metro Systems' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Metro Systems Stock Forecast Pattern
| Backtest Metro Systems | Metro Systems Price Prediction | Research Analysis |
Metro Systems Forecasted Value
In the context of forecasting Metro Systems' 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. Metro Systems' downside and upside margins for the forecasting period are 6.12 and 9.16, respectively. We have considered Metro Systems' 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 Metro Systems stock data series using in forecasting. Note that when a statistical model is used to represent Metro Systems 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 | 111.6874 |
| Bias | Arithmetic mean of the errors | 0.0022 |
| MAD | Mean absolute deviation | 0.0785 |
| MAPE | Mean absolute percentage error | 0.0102 |
| SAE | Sum of the absolute errors | 4.7097 |
Predictive Modules for Metro Systems
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Metro Systems. 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.Metro Systems After-Hype Price Density Analysis
As far as predicting the price of Metro Systems at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Metro Systems or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Metro Systems, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Metro Systems Estimiated After-Hype Price Volatility
In the context of predicting Metro Systems' stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Metro Systems' historical news coverage. Metro Systems' after-hype downside and upside margins for the prediction period are 6.08 and 9.12, respectively. We have considered Metro Systems' daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
Metro Systems is not too volatile at this time. Analysis and calculation of next after-hype price of Metro Systems is based on 3 months time horizon.
Metro Systems Stock Price Outlook Analysis
Have you ever been surprised when a price of a Company such as Metro Systems is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Metro Systems backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Metro Systems, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.08 | 1.52 | 0.00 | 0.00 | 0 Events / Month | 0 Events / Month | Uncertain |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
7.60 | 7.60 | 0.00 |
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Metro Systems Hype Timeline
Metro Systems is now traded for 7.60on Thailand Exchange of Thailand. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Metro is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is now at -0.08%. %. The volatility of related hype on Metro Systems is about 0.0%, with the expected price after the next announcement by competition of 7.60. About 84.0% of the company outstanding shares are owned by corporate insiders. The company has price-to-book ratio of 1.67. Typically companies with comparable Price to Book (P/B) are able to outperform the market in the long run. Metro Systems last dividend was issued on the 10th of March 2022. The entity had 10:1 split on the 18th of December 2003. Assuming the 90 days trading horizon the next forecasted press release will be uncertain. Check out Historical Fundamental Analysis of Metro Systems to cross-verify your projections.Metro Systems Related Hype Analysis
Having access to credible news sources related to Metro Systems' direct competition is more important than ever and may enhance your ability to predict Metro Systems' future price movements. Getting to know how Metro Systems' peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Metro Systems may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| MFEC | MFEC PCL | 0.00 | 0 per month | 0.46 | (0.01) | 0.99 | (0.98) | 3.96 | |
| ILINK | Interlink Communication Public | 0.00 | 0 per month | 0.00 | (0.13) | 0.89 | (0.87) | 3.49 | |
| PT | Premier Technology Public | 0.00 | 0 per month | 0.15 | 0.06 | 0.89 | (0.87) | 3.35 | |
| INET | Internet Thailand Public | 0.00 | 0 per month | 0.65 | (0.01) | 1.69 | (1.20) | 3.87 | |
| CPW | Copperwired Public | 0.00 | 0 per month | 0.00 | (0.07) | 3.00 | (1.94) | 8.94 | |
| IT | IT City Public | 0.00 | 0 per month | 0.00 | (0.17) | 1.73 | (1.73) | 3.88 | |
| SNC | SNC Former Public | 0.00 | 0 per month | 0.00 | (0.08) | 1.71 | (1.67) | 5.98 | |
| VCOM | Vintcom Technology PCL | 0.00 | 0 per month | 0.50 | 0.08 | 1.43 | (1.32) | 3.59 | |
| CSS | Communication System Solution | 0.00 | 0 per month | 0.00 | (0.12) | 1.32 | (1.30) | 3.93 | |
| RABBIT | Rabbit Holdings PCL | 0.00 | 0 per month | 0.00 | (0.1) | 3.85 | (3.70) | 7.70 |
Other Forecasting Options for Metro Systems
For every potential investor in Metro, whether a beginner or expert, Metro Systems' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Metro Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Metro. Basic forecasting techniques help filter out the noise by identifying Metro Systems' price trends.Metro Systems 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 Metro Systems stock to make a market-neutral strategy. Peer analysis of Metro Systems could also be used in its relative valuation, which is a method of valuing Metro Systems by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Metro Systems Market Strength Events
Market strength indicators help investors to evaluate how Metro Systems stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Metro Systems shares will generate the highest return on investment. By undertsting and applying Metro Systems stock market strength indicators, traders can identify Metro Systems entry and exit signals to maximize returns.
| Accumulation Distribution | 811.46 | |||
| Daily Balance Of Power | (1.00) | |||
| Rate Of Daily Change | 0.98 | |||
| Day Median Price | 7.53 | |||
| Day Typical Price | 7.55 | |||
| Period Momentum Indicator | (0.15) |
Metro Systems Risk Indicators
The analysis of Metro Systems' 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 Metro Systems' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting metro 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 | 1.04 | |||
| Standard Deviation | 1.52 | |||
| Variance | 2.31 |
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.
Story Coverage note for Metro Systems
The number of cover stories for Metro Systems depends on current market conditions and Metro Systems' risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Metro Systems is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Metro Systems' long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Other Information on Investing in Metro Stock
Metro Systems financial ratios help investors to determine whether Metro Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Metro with respect to the benefits of owning Metro Systems security.