International Money Stock Forward View - Simple Regression
| IMXI Stock | USD 15.86 0.05 0.32% |
This reference page presents Simple Regression forecast data for International Money Express. The projected values and error metrics are presented below as reference information.
The Simple Regression forecasted value of International Money Express on the next trading day is projected to be 15.84 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.93.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 International Money Express historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. This Simple Regression forecast data for International Money Express is sourced from the most recent available trading data and is intended solely as reference information. Simple Regression Price Forecast For the 25th of March
Given 90 days horizon, the Simple Regression forecasted value of International Money Express on the next trading day is expected to be 15.84 with a mean absolute deviation of 0.05 , mean absolute percentage error of 0.0031 , and the sum of the absolute errors of 2.93 .Please note that although there have been many attempts to predict International 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 International Money's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest International Money | International Money Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for International Money Express uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of International Money stock data series using in forecasting. Note that when a statistical model is used to represent International Money 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 | 112.3382 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0481 |
| MAPE | Mean absolute percentage error | 0.0031 |
| SAE | Sum of the absolute errors | 2.9338 |
Other Forecasting Options for International Money
International Money's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in International often signals an upcoming reversal or acceleration.International Money Related Equities
International Money's market space within the Industrials space is best grasped by looking at the firms listed below. Checking International Money against peers on P/E, margins, and return on equity helps put its position in context.
| Risk & Return | Correlation |
International Money Market Strength Events
Market strength indicators help investors evaluate how International Money stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading International Money Express.
International Money Risk Indicators
The analysis of International Money's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding International Money's allows investors to make informed decisions about their exposure.
| Mean Deviation | 0.158 | |||
| Standard Deviation | 0.221 | |||
| Variance | 0.0488 | |||
| Downside Variance | 0.0257 | |||
| Semi Variance | -0.02 | |||
| Expected Short fall | -0.22 |
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 International Money
Coverage intensity for International Money Express matters because narrative visibility can influence sentiment, participation, and volatility around the name. A disciplined read of coverage separates durable relevance from temporary noise.
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International Money Short Properties
A short-interest review of International Money Express provides context for understanding whether skepticism in the market is becoming more influential. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 30.2 M | |
| Cash And Short Term Investments | 168.7 M |