Headwater Exploration Stock Forward View - Simple Exponential Smoothing
| HWX Stock | CAD 12.79 -0.16 -1.24% |
This reference page presents Simple Exponential Smoothing forecast data for Headwater Exploration. The projected values and error metrics are presented below as reference information.
The Simple Exponential Smoothing forecasted value of Headwater Exploration on the next trading day is expected to be 12.79 with a mean absolute deviation of 0.18 and the sum of the absolute errors of 10.81.This simple exponential smoothing model begins by setting Headwater Exploration forecast for the second period equal to the observation of the first period. In other words, recent Headwater Exploration observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing forecast data for Headwater Exploration is sourced from the most recent available trading data and is intended solely as reference information. Simple Exponential Smoothing Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Headwater Exploration on the next trading day is expected to be 12.79 with a mean absolute deviation of 0.18 , mean absolute percentage error of 0.05 , and the sum of the absolute errors of 10.81 .Please note that although there have been many attempts to predict Headwater 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 Headwater Exploration's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
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Forecasted Value
For the next trading day, Macroaxis evaluates Headwater Exploration's predictive range by looking for statistically meaningful downside and upside boundaries. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Headwater Exploration stock data series using in forecasting. Note that when a statistical model is used to represent Headwater Exploration 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 | 113.3712 |
| Bias | Arithmetic mean of the errors | -0.0585 |
| MAD | Mean absolute deviation | 0.1802 |
| MAPE | Mean absolute percentage error | 0.0162 |
| SAE | Sum of the absolute errors | 10.81 |
Other Forecasting Options for Headwater Exploration
Headwater Exploration's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Headwater often signals an upcoming reversal or acceleration.Headwater Exploration Related Equities
These related stocks within the Energy space give benchmarks for judging Headwater Exploration's results, margins, and growth trend. Market cap and total value checks frame Headwater Exploration's size within the competitive field. When Headwater Exploration breaks from its peer group on a key metric, it often signals a firm-level change worth exploring. The framework below supports both relative pricing and competitive standing review.
| Risk & Return | Correlation |
Headwater Exploration Market Strength Events
Market strength indicators help investors evaluate how Headwater Exploration stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading Headwater Exploration.
Headwater Exploration Risk Indicators
The analysis of Headwater Exploration's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding Headwater Exploration's allows investors to make informed decisions about their exposure.
| Mean Deviation | 1.6 | |||
| Semi Deviation | 1.46 | |||
| Standard Deviation | 2.05 | |||
| Variance | 4.19 | |||
| Downside Variance | 3.6 | |||
| Semi Variance | 2.13 | |||
| Expected Short fall | -2.05 |
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 Headwater Exploration
A coverage review of Headwater Exploration shows when the security is attracting above-average attention from contributors and market observers. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Headwater Exploration Short Properties
Short sentiment tied to Headwater Exploration matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 239.9 M | |
| Cash And Short Term Investments | 102 M |
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Other Information on Investing in Headwater Stock
Key financial relationships within Headwater Exploration are expressed through its ratios. These measures reflect profitability, cash flow, and enterprise value.