Headwater Exploration Stock Forward View - Double Exponential Smoothing
| HWX Stock | CAD 12.79 -0.16 -1.24% |
This reference page presents Double Exponential Smoothing forecast data for Headwater Exploration. The model output shown here is derived from Headwater Exploration's historical price series and is provided for informational purposes.
The Double Exponential Smoothing forecasted value of Headwater Exploration on the next trading day is expected to be 12.85 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 10.95.When Headwater Exploration 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 Headwater Exploration 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 Headwater Exploration observations are given relatively more weight in forecasting than the older observations. This Double Exponential Smoothing forecast data for Headwater Exploration is sourced from the most recent available trading data and is intended solely as reference information. Double Exponential Smoothing Price Forecast For the 23rd of March
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Headwater Exploration on the next trading day is expected to be 12.85 with a mean absolute deviation of 0.19 , mean absolute percentage error of 0.05 , and the sum of the absolute errors of 10.95 .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
| Backtest Headwater Exploration | Headwater Exploration Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Headwater Exploration uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 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 | Huge |
| Bias | Arithmetic mean of the errors | -0.0276 |
| MAD | Mean absolute deviation | 0.1856 |
| MAPE | Mean absolute percentage error | 0.0166 |
| SAE | Sum of the absolute errors | 10.9486 |
Other Forecasting Options for Headwater Exploration
For every potential investor in Headwater, whether a beginner or expert, Headwater Exploration's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better.Headwater Exploration Related Equities
The following equities are related to Headwater Exploration within the Energy space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Headwater Exploration 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 |
Headwater Exploration Market Strength Events
Market strength indicators help investors to evaluate how Headwater Exploration stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Headwater Exploration shares will generate the highest return on.
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. The process involves identifying the amount of risk involved in Headwater Exploration's investment and either accepting that risk or mitigating it.
| Mean Deviation | 1.63 | |||
| Semi Deviation | 1.62 | |||
| Standard Deviation | 2.11 | |||
| Variance | 4.46 | |||
| Downside Variance | 4.22 | |||
| Semi Variance | 2.64 | |||
| Expected Short fall | -2.00 |
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
Coverage intensity for Headwater Exploration matters because narrative visibility can influence sentiment, participation, and volatility around the name. 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
Reviewing short-oriented indicators for Headwater Exploration is useful because long and short participants often create very different signals for timing and volatility. The practical goal is to identify when the balance between long and short participation may be changing the quality of the setup.
| Common Stock Shares Outstanding | 239.9 M | |
| Cash And Short Term Investments | 102 M |
More Resources for Headwater Stock Analysis
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.