Mach7 Technologies OTC Stock Forward View - Double Exponential Smoothing
| TDMMF OTC | USD 0.24 0.00 0.00% |
This page provides Double Exponential Smoothing reference data for Mach7 Technologies Limited, calculated from historical daily prices. The model output shown here is derived from Mach7 Technologies's historical price series and is provided for informational purposes.
The Double Exponential Smoothing forecasted value of Mach7 Technologies Limited on the next trading day is expected to be 0.24 with a mean absolute deviation of 0.0036 and the sum of the absolute errors of 0.21.When Mach7 Technologies Limited 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 Mach7 Technologies Limited trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Mach7 Technologies observations are given relatively more weight in forecasting than the older observations. The Double Exponential Smoothing reference information for Mach7 Technologies is based on available price data and is intended for informational purposes. Double Exponential Smoothing Price Forecast For the 27th of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Mach7 Technologies Limited on the next trading day is expected to be 0.24 with a mean absolute deviation of 0.0036 , mean absolute percentage error of 0.0004 , and the sum of the absolute errors of 0.21 .Please note that although there have been many attempts to predict Mach7 OTC 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 Mach7 Technologies' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
OTC Stock Forecast Pattern
| Backtest Mach7 Technologies | Mach7 Technologies Price Prediction | Research Analysis |
Forecasted Value
Forecasting Mach7 Technologies Limited for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. No forecasting approach has been shown to beat all others over time. Investors should treat any model output as a guide, not a guarantee.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Mach7 Technologies otc stock data series using in forecasting. Note that when a statistical model is used to represent Mach7 Technologies otc 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 | Huge |
| Bias | Arithmetic mean of the errors | 0.0036 |
| MAD | Mean absolute deviation | 0.0036 |
| MAPE | Mean absolute percentage error | 0.0125 |
| SAE | Sum of the absolute errors | 0.21 |
Other Forecasting Options for Mach7 Technologies
The autocorrelation structure of Mach7 Technologies' daily returns reveals whether Mach7 exhibits momentum, mean-reversion, or random-walk behavior. Separating these elements helps distinguish persistent directional moves from temporary noise in Mach7 OTC Stock price data.Mach7 Technologies Related Equities
These related stocks give benchmarks for judging Mach7 Technologies' results, margins, and growth trend. Checking Mach7 Technologies against peers on P/E, margins, and return on equity helps put its position in context. Peer review is most useful when paired with absolute pricing and trend checks.
| Risk & Return | Correlation |
Mach7 Technologies Market Strength Events
Market strength indicators applied to Mach7 Technologies otc stock help assess momentum and resilience across environments. These indicators support informed market timing decisions when analyzing Mach7 Technologies.
Mach7 Technologies Risk Indicators
Risk indicator analysis for Mach7 Technologies is essential for accurately projecting its future price trajectory. The process involves identifying the amount of risk involved in Mach7 Technologies' investment and either accepting or mitigating it.
| Mean Deviation | 1.67 | |||
| Standard Deviation | 8.32 | |||
| Variance | 69.21 |
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 Mach7 Technologies
A coverage review of Mach7 Technologies Limited shows when the security is attracting above-average attention from contributors and market observers. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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Financial ratios reflect how major financial figures connect within Mach7 Technologies. This format maintains consistency across different reporting periods.