Westport Fuel Stock Forward View
| WPRT Stock | CAD 2.52 -0.04 -1.56% |
Westport Fuel's Naive Prediction reference data reflects the model's output when applied to available daily price observations. This page summarizes the model output and key accuracy metrics for reference. The projected value and error metrics are calculated from available daily price observations. This information is intended as reference material for analytical purposes.
The Naive Prediction forecasted value of Westport Fuel Systems on the next trading day is expected to be 2.34 with a mean absolute deviation of 0.09 and the sum of the absolute errors of 5.31.This model is not at all useful as a medium-long range forecasting tool of Westport Fuel Systems. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Westport Fuel. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights. The Naive Prediction reference values for Westport Fuel are derived from publicly available price data and should be used for informational purposes only. Naive Prediction Price Forecast For the 25th of March
Given 90 days horizon, the Naive Prediction forecasted value of Westport Fuel Systems on the next trading day is expected to be 2.34 with a mean absolute deviation of 0.09 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 5.31 .Please note that although there have been many attempts to predict Westport 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 Westport Fuel's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Westport Fuel | Westport Fuel Price Prediction | Research Analysis |
Forecasted Value
Forecasting Westport Fuel Systems for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. 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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Westport Fuel stock data series using in forecasting. Note that when a statistical model is used to represent Westport Fuel 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 | 113.6973 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0871 |
| MAPE | Mean absolute percentage error | 0.0326 |
| SAE | Sum of the absolute errors | 5.3112 |
Other Forecasting Options for Westport Fuel
Relative Strength Index values for Westport measure the speed and magnitude of recent price changes. Recognizing these clusters in Westport Fuel's returns helps calibrate position size and stop-loss levels. Candlestick pattern analysis of Westport Stock daily data can reveal short-term reversal or continuation signals. Identifying these patterns in Westport Stock data supports better trade timing.Westport Fuel Related Equities
The peer firms below within the Consumer Discretionary space can help frame Westport Fuel's pricing and running costs in context. Market cap and total value checks frame Westport Fuel's size within the competitive field. When Westport Fuel breaks from its peer group on a key metric, it often signals a firm-level change worth exploring.
| Risk & Return | Correlation |
Westport Fuel Market Strength Events
Market strength indicators provide a structured view of how Westport Fuel stock is positioned relative to trends. These indicators are valuable tools for identifying when to enter or exit positions in Westport Fuel Systems. These signals help validate or refine position timing for Westport Fuel. Review these indicators alongside Westport Fuel's fundamental data for a complete analytical picture.
Westport Fuel Risk Indicators
The analysis of Westport Fuel's risk metrics is one of the most important steps in projecting its future price. This process quantifies the risk associated with Westport Fuel's and helps determine how to manage it. A structured analysis of Westport Fuel's risk indicators is one of the most reliable ways to improve forecast accuracy. Investors who carefully evaluate the risks in Westport Fuel's are better positioned to make informed decisions.
| Mean Deviation | 2.77 | |||
| Semi Deviation | 2.59 | |||
| Standard Deviation | 3.94 | |||
| Variance | 15.53 | |||
| Downside Variance | 8.56 | |||
| Semi Variance | 6.71 | |||
| Expected Short fall | -4.10 |
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 Westport Fuel
A coverage review of Westport Fuel Systems shows when the security is attracting above-average attention from contributors and market observers. The practical risk is that faster visibility can increase both interest and skepticism at the same time.
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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Westport Fuel Short Properties
Short-interest signals around Westport Fuel Systems can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 17.5 M | |
| Cash And Short Term Investments | 37.2 M |
More Resources for Westport Stock Analysis
A broader look at Westport Fuel Systems comes from its financial reports and historical data. The dataset reflects Westport Fuel's reporting across available periods.Historical Fundamental Analysis of Westport Fuel offers a historical basis for evaluating projection assumptions about Westport Fuel.Westport Fuel at P/E 7.4 and ROE -21.57% (43.75 Million market cap) - this analysis works best as a complementary layer when evaluating how the position fits in a broader portfolio. Within the Consumer Cyclical space, these metrics give the peer comparison tools below a concrete starting point for relative analysis. You can also try the Companies Directory module to evaluate performance of over 100,000 Stocks, Funds, and ETFs against different fundamentals.