Polaris Infrastructure Stock Forward View - Polynomial Regression
| PIF Stock | CAD 12.40 0.30 2.48% |
Polaris Infrastructure's Polynomial 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 Polynomial Regression forecasted value of Polaris Infrastructure on the next trading day is expected to be 12.28 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.43.A single variable polynomial regression model attempts to put a curve through the Polaris Infrastructure historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm Polaris Infrastructure's Polynomial Regression reference data is provided for informational and analytical purposes and does not constitute a trading recommendation. Polynomial Regression Price Forecast For the 27th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Polaris Infrastructure on the next trading day is expected to be 12.28 with a mean absolute deviation of 0.12 , mean absolute percentage error of 0.02 , and the sum of the absolute errors of 7.43 .Please note that although there have been many attempts to predict Polaris 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 Polaris Infrastructure's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Polaris Infrastructure | Polaris Infrastructure Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Polaris Infrastructure's predictive range by looking for statistically meaningful downside and upside boundaries. The projected forecast band currently runs from roughly 11.22 on the downside to about 13.33 on the upside.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Polaris Infrastructure stock data series using in forecasting. Note that when a statistical model is used to represent Polaris Infrastructure 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 | 116.0863 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1199 |
| MAPE | Mean absolute percentage error | 0.0099 |
| SAE | Sum of the absolute errors | 7.434 |
Other Forecasting Options for Polaris Infrastructure
Analyzing Polaris Infrastructure'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 Polaris Infrastructure's chart can signal overbought or oversold conditions.Polaris Infrastructure Related Equities
Checking Polaris Infrastructure against related firms within the Utilities space helps investors see where the stock stands among peers. Checking Polaris Infrastructure against peers on P/E, margins, and return on equity helps put its position in context.
| Risk & Return | Correlation |
Polaris Infrastructure Market Strength Events
Market strength indicators for Polaris Infrastructure stock provide a framework for assessing security responsiveness. These metrics are widely used to refine market timing and identify favorable moments to trade Polaris Infrastructure.
Polaris Infrastructure Risk Indicators
Assessing Polaris Infrastructure's risk indicators is a critical component of any rigorous approach to forecasting its future price. Forecasting Polaris Infrastructure's future price accurately requires understanding and quantifying the risks present in the investment.
| Mean Deviation | 0.7835 | |||
| Semi Deviation | 0.8232 | |||
| Standard Deviation | 1.04 | |||
| Variance | 1.08 | |||
| Downside Variance | 1.03 | |||
| Semi Variance | 0.6776 | |||
| Expected Short fall | -0.91 |
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 Polaris Infrastructure
The amount of media and story coverage tied to Polaris Infrastructure can signal where market attention is concentrating at the moment. 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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Polaris Infrastructure Short Properties
Short sentiment tied to Polaris Infrastructure matters because heavier bearish pressure can change how quickly future price expectations become unstable. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
| Common Stock Shares Outstanding | 21.1 M | |
| Cash And Short Term Investments | 88.5 M |
More Resources for Polaris Stock Analysis
Other Information on Investing in Polaris Stock
Financial ratios represent how different financial values are linked for Polaris Infrastructure. It keeps financial comparisons aligned across time frames.