Martin Midstream Stock Forward View - Simple Regression
| MMLP Stock | USD 2.68 0.09 3.47% |
The Simple Regression reference data for Martin Midstream is derived from the equity's published trading history. Forecast values and accuracy indicators are summarized on this page for reference.
The Simple Regression forecasted value of Martin Midstream Partners on the next trading day is expected to be 2.87 with a mean absolute deviation of 0.1 and the sum of the absolute errors of 6.18.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Martin Midstream Partners historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. All forecast values on this page for Martin Midstream Partners are Simple Regression reference data derived from historical price series. Simple Regression Price Forecast For the 20th of March
Given 90 days horizon, the Simple Regression forecasted value of Martin Midstream Partners on the next trading day is expected to be 2.87 with a mean absolute deviation of 0.1 , mean absolute percentage error of 0.02 , and the sum of the absolute errors of 6.18 .Please note that although there have been many attempts to predict Martin 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 Martin Midstream's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Martin Midstream | Martin Midstream Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Martin Midstream Partners focuses on identifying predictive downside and upside bands that can frame a realistic trading range. At the moment, the model places downside around 0.03 and upside around 6.15 for the forecasting period.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Martin Midstream stock data series using in forecasting. Note that when a statistical model is used to represent Martin Midstream 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 | 115.9419 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0997 |
| MAPE | Mean absolute percentage error | 0.0365 |
| SAE | Sum of the absolute errors | 6.1838 |
Other Forecasting Options for Martin Midstream
For both new and experienced investors in Martin, the ability to analyze Martin Midstream's price movement is a fundamental investment skill. Price chart noise in Martin Stock can create false signals and mislead investment decisions.Martin Midstream Related Equities
The following equities are related to Martin Midstream within the Energy space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Martin Midstream against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
Martin Midstream Market Strength Events
Tracking market strength indicators for Martin Midstream helps investors understand the momentum dynamics of the stock in real time. These signals support informed decisions about when to enter or exit positions in Martin Midstream Partners for maximum return potential.
Martin Midstream Risk Indicators
Properly assessing Martin Midstream's risk indicators is a prerequisite for building reliable price forecasts. Identifying and quantifying the risks associated with Martin Midstream's allows investors to make better-informed decisions about accepting or hedging their exposure.
| Mean Deviation | 2.57 | |||
| Semi Deviation | 3.16 | |||
| Standard Deviation | 3.37 | |||
| Variance | 11.39 | |||
| Downside Variance | 11.47 | |||
| Semi Variance | 9.97 | |||
| Expected Short fall | -2.75 |
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 Martin Midstream
The amount of media and story coverage tied to Martin Midstream Partners can signal where market attention is concentrating at the moment. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
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Martin Midstream Short Properties
Short-interest signals around Martin Midstream Partners can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 38.9 M | |
| Cash And Short Term Investments | 49 K |
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