Sembcorp Marine Pink Sheet Forecast - Polynomial Regression
| SMBMF Stock | USD 1.47 0.07 5.00% |
The Polynomial Regression forecasted value of Sembcorp Marine on the next trading day is expected to be 1.40 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 3.25. Sembcorp Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Sembcorp Marine's historical fundamentals, such as revenue growth or operating cash flow patterns.
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Sembcorp Marine Polynomial Regression Price Forecast For the 28th of November
Given 90 days horizon, the Polynomial Regression forecasted value of Sembcorp Marine on the next trading day is expected to be 1.40 with a mean absolute deviation of 0.05, mean absolute percentage error of 0.01, and the sum of the absolute errors of 3.25.Please note that although there have been many attempts to predict Sembcorp Pink Sheet 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 Sembcorp Marine's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Sembcorp Marine Pink Sheet Forecast Pattern
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Sembcorp Marine Forecasted Value
In the context of forecasting Sembcorp Marine's Pink Sheet 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. Sembcorp Marine's downside and upside margins for the forecasting period are 0.01 and 8.35, respectively. We have considered Sembcorp Marine'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Sembcorp Marine pink sheet data series using in forecasting. Note that when a statistical model is used to represent Sembcorp Marine pink sheet, 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 | 112.8791 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0533 |
| MAPE | Mean absolute percentage error | 0.0371 |
| SAE | Sum of the absolute errors | 3.2522 |
Predictive Modules for Sembcorp Marine
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sembcorp Marine. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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 Sembcorp Marine
For every potential investor in Sembcorp, whether a beginner or expert, Sembcorp Marine's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Sembcorp Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Sembcorp. Basic forecasting techniques help filter out the noise by identifying Sembcorp Marine's price trends.View Sembcorp Marine Related Equities
| Risk & Return | Correlation |
Sembcorp Marine Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Sembcorp Marine'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 Sembcorp Marine's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
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| Volume Indicators |
Sembcorp Marine Market Strength Events
Market strength indicators help investors to evaluate how Sembcorp Marine pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Sembcorp Marine shares will generate the highest return on investment. By undertsting and applying Sembcorp Marine pink sheet market strength indicators, traders can identify Sembcorp Marine entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.05 | |||
| Day Median Price | 1.47 | |||
| Day Typical Price | 1.47 | |||
| Price Action Indicator | 0.035 | |||
| Period Momentum Indicator | 0.07 | |||
| Relative Strength Index | 44.72 |
Sembcorp Marine Risk Indicators
The analysis of Sembcorp Marine'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 Sembcorp Marine's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sembcorp pink sheet 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 | 4.36 | |||
| Semi Deviation | 5.54 | |||
| Standard Deviation | 7.06 | |||
| Variance | 49.79 | |||
| Downside Variance | 102.84 | |||
| Semi Variance | 30.73 | |||
| Expected Short fall | (8.13) |
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.
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Other Information on Investing in Sembcorp Pink Sheet
Sembcorp Marine financial ratios help investors to determine whether Sembcorp Pink Sheet 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 Sembcorp with respect to the benefits of owning Sembcorp Marine security.