MMG Pink Sheet Forward View - Triple Exponential Smoothing

MMLTF Pink Sheet  USD 1.00  -0.10  -9.09%   
The Triple Exponential Smoothing forecast reference data for MMG Limited is based on the equity's recent trading history. Forecast values and accuracy indicators are summarized on this page for reference. This reference information is provided for analytical context.
The Triple Exponential Smoothing forecasted value of MMG Limited on the next trading day is expected to be 0.98 with a mean absolute deviation of 0.04 and the sum of the absolute errors of 2.50.As with simple exponential smoothing, in triple exponential smoothing models past MMG observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older MMG Limited observations. The Triple Exponential Smoothing projections for MMG Limited are reference data based on historical daily prices and are provided as informational context.
Triple exponential smoothing for MMG - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When MMG prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in MMG price movement. However, neither of these exponential smoothing models address any seasonality of MMG Limited.

Triple Exponential Smoothing Price Forecast For the 28th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of MMG Limited on the next trading day is expected to be 0.98 with a mean absolute deviation of 0.04 , mean absolute percentage error of 0.0039 , and the sum of the absolute errors of 2.50 .
Please note that although there have been many attempts to predict MMG Pink Sheet 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 MMG's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Pink Sheet Forecast Pattern

Backtest MMG  MMG Price Prediction  Research Analysis  

Forecasted Value

Forecasting MMG Limited for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. The current forecast range spans downside near 0.01 and upside near 5.70.
Market Value
1.00
0.98
Expected Value
5.70
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of MMG pink sheet data series using in forecasting. Note that when a statistical model is used to represent MMG 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.0112
MADMean absolute deviation0.0424
MAPEMean absolute percentage error0.0341
SAESum of the absolute errors2.5001
As with simple exponential smoothing, in triple exponential smoothing models past MMG observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older MMG Limited observations.

Other Forecasting Options for MMG

Volatility clustering is a well-documented feature of MMG Pink Sheet price data where periods of large moves tend to follow other large moves. When MMG's RSI reaches extreme levels, it often precedes a short-term price correction or consolidation. Seasonal patterns in MMG's returns can persist when driven by structural factors like earnings calendars or index rebalancing.

MMG Related Equities

Sizing up MMG against these stocks within the Copper space shows how it compares on key financial measures. Looking at MMG's pricing multiples next to these peers shows if the stock trades at a premium or discount.
 Risk & Return  Correlation

MMG Market Strength Events

Analyzing market strength indicators for MMG enables investors to understand relative pink sheet momentum. These tools help identify favorable windows for position changes in MMG Limited. Market strength indicators support more precise timing of MMG Limited positions across market cycles.

MMG Risk Indicators

Identifying and analyzing MMG's key risk indicators is a foundational step in projecting how its price may evolve. This process involves measuring the level of investment risk in MMG's and determining how best to manage it. Studying MMG's risk indicators helps investors understand the risk level of mmg pink sheet.
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 MMG

The amount of media and story coverage tied to MMG Limited can signal where market attention is concentrating at the moment. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.

Other Macroaxis Stories

Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.

More Resources for MMG Pink Sheet Analysis

Other Information on Investing in MMG Pink Sheet

MMG financial ratios describe how key financial values relate to each other. Values are aligned to support consistent measurement over time.