Alamos Gold Stock Forward View - Double Exponential Smoothing
| AGI Stock | CAD 54.31 -3.13 -5.45% |
The Double Exponential Smoothing forecast shown here for Alamos Gold is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Double Exponential Smoothing forecasted value of Alamos Gold on the next trading day is expected to be 52.68 with a mean absolute deviation of 1.98 and the sum of the absolute errors of 118.70.When Alamos Gold 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 Alamos Gold 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 Alamos Gold observations are given relatively more weight in forecasting than the older observations. This Double Exponential Smoothing reference page for Alamos Gold presents model-generated projections from historical price data for informational purposes. Double Exponential Smoothing Price Forecast For the 21st of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Alamos Gold on the next trading day is expected to be 52.68 with a mean absolute deviation of 1.98 , mean absolute percentage error of 6.43 , and the sum of the absolute errors of 118.70 .Please note that although there have been many attempts to predict Alamos 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 Alamos Gold's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Alamos Gold | Alamos Gold Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Alamos Gold focuses on identifying predictive downside and upside bands that can frame a realistic trading range. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
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 Alamos Gold stock data series using in forecasting. Note that when a statistical model is used to represent Alamos Gold 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 | 0.4244 |
| MAD | Mean absolute deviation | 1.9784 |
| MAPE | Mean absolute percentage error | 0.0338 |
| SAE | Sum of the absolute errors | 118.7036 |
Other Forecasting Options for Alamos Gold
Regardless of investment experience, understanding Alamos Gold's price movement is essential for anyone considering a position in Alamos. Price charts for Alamos Stock are often filled with noise that can lead to poor investment choices if not properly filtered.Alamos Gold Related Equities
The following equities are related to Alamos Gold within the Materials space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Alamos Gold 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 |
Alamos Gold Market Strength Events
Market strength indicators for Alamos Gold give investors insight into the stock's responsiveness to broader market forces. Tracking these indicators provides context to make informed timing decisions and identify periods where trading Alamos Gold is likely to be most rewarding.
Alamos Gold Risk Indicators
A thorough review of Alamos Gold's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis provides context for determining the appropriate level of risk to accept when holding Alamos Gold's.
| Mean Deviation | 2.99 | |||
| Semi Deviation | 4.35 | |||
| Standard Deviation | 3.91 | |||
| Variance | 15.26 | |||
| Downside Variance | 21.22 | |||
| Semi Variance | 18.91 | |||
| Expected Short fall | -2.78 |
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 Alamos Gold
The amount of media and story coverage tied to Alamos Gold 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.
Other Macroaxis Stories
Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.
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Alamos Gold Short Properties
Reviewing short-oriented indicators for Alamos Gold is useful because long and short participants often create very different signals for timing and volatility. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
| Common Stock Shares Outstanding | 422.7 M | |
| Cash And Short Term Investments | 680.8 M |
More Resources for Alamos Stock Analysis
Understanding Alamos Gold starts with its core financial statements, trend data, and ratio analysis. Financial ratios help explain how results are produced and sustained. The dataset reflects Alamos Gold's available reporting history. The reports below outline key financial context for Alamos Gold Stock:Projections for Alamos Gold can be cross-referenced against Historical Fundamental Analysis of Alamos Gold data. The view supplies historical context for the projection discussion. New to investing in Alamos Stock? Start with our How to Invest in Alamos Stock guide for a step-by-step overview.Alamos Gold P/E of 50.23 alongside ROE at 22.06% frames the starting point - the resources below add portfolio-level context that single-security analysis cannot provide alone. That valuation within Basic Materials invites comparison with Gold peers using the tools below to judge whether the multiple is justified. You can also try the Price Transformation module to use Price Transformation models to analyze the depth of different equity instruments across global markets.