Altus Group Stock Forward View - Simple Regression
| AIF Stock | CAD 46.87 0.05 0.11% |
Altus Group's Simple Regression reference data is generated by applying the model to available daily closing prices. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Simple Regression forecasted value of Altus Group Limited on the next trading day is expected to be 41.51 with a mean absolute deviation of 3.35 and the sum of the absolute errors of 207.84.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 Altus Group Limited historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. Altus Group's Simple Regression reference data is provided for informational and analytical purposes and does not constitute a trading recommendation. Simple Regression Price Forecast For the 26th of March
Given 90 days horizon, the Simple Regression forecasted value of Altus Group Limited on the next trading day is expected to be 41.51 with a mean absolute deviation of 3.35 , mean absolute percentage error of 15.93 , and the sum of the absolute errors of 207.84 .Please note that although there have been many attempts to predict Altus 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 Altus Group's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Altus Group | Altus Group Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Altus Group Limited uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The current forecast range spans downside near 38.76 and upside near 44.25.
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 Altus Group stock data series using in forecasting. Note that when a statistical model is used to represent Altus Group 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 | 122.7166 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.3522 |
| MAPE | Mean absolute percentage error | 0.0733 |
| SAE | Sum of the absolute errors | 207.8368 |
Other Forecasting Options for Altus Group
Analyzing Altus Group's price movement through moving averages at different time horizons reveals whether short-term momentum aligns with the longer-term trend. Touches of the upper or lower band in Altus Group's chart can signal overbought or oversold conditions.Altus Group Related Equities
These stocks within the Real Estate space are often compared to Altus Group by analysts and fund managers in the sector. Checking cash flow across this peer set helps gauge Altus Group's relative financial strength. Persistent outperformance or underperformance by specific peers relative to Altus Group often signals structural advantages or weaknesses. Tracking Altus Group's results against these peers over time helps spot rising trends early.
| Risk & Return | Correlation |
Altus Group Market Strength Events
Market strength indicators for Altus Group stock provide a framework for assessing security responsiveness. These metrics are widely used to refine market timing and identify favorable moments to trade Altus Group.
Altus Group Risk Indicators
Assessing Altus Group's risk indicators is a critical component of any rigorous approach to forecasting its future price. Forecasting Altus Group's future price accurately requires understanding and quantifying the risks present in the investment.
| Mean Deviation | 1.72 | |||
| Standard Deviation | 2.63 | |||
| Variance | 6.9 |
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 Altus Group
Story coverage around Altus Group Limited often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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.
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Altus Group Short Properties
Reviewing short-oriented indicators for Altus Group Limited is useful because long and short participants often create very different signals for timing and volatility. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 44 M | |
| Cash And Short Term Investments | 420.7 M |
More Resources for Altus Stock Analysis
Other Information on Investing in Altus Stock
Altus Group financial ratios describe how key financial values relate to each other. All information reflects the latest available financial data and is presented for reference purposes.