WELL Health Stock Forward View - Polynomial Regression
| WELL Stock | CAD 3.73 -0.04 -1.06% |
WELL Health's Polynomial Regression 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 Polynomial Regression forecasted value of WELL Health Technologies on the next trading day is expected to be 4.04 with a mean absolute deviation of 0.13 and the sum of the absolute errors of 8.18.A single variable polynomial regression model attempts to put a curve through the WELL Health 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 The Polynomial Regression reference values for WELL Health are derived from publicly available price data and should be used for informational purposes only. Polynomial Regression Price Forecast For the 25th of March
Given 90 days horizon, the Polynomial Regression forecasted value of WELL Health Technologies on the next trading day is expected to be 4.04 with a mean absolute deviation of 0.13 , mean absolute percentage error of 0.03 , and the sum of the absolute errors of 8.18 .Please note that although there have been many attempts to predict WELL 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 WELL Health's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest WELL Health | WELL Health Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for WELL Health Technologies uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. At the moment, the model places downside around 1.52 and upside around 6.55 for the forecasting period.
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 WELL Health stock data series using in forecasting. Note that when a statistical model is used to represent WELL Health 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 | 116.2706 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1319 |
| MAPE | Mean absolute percentage error | 0.0323 |
| SAE | Sum of the absolute errors | 8.1795 |
Other Forecasting Options for WELL Health
Relative Strength Index values for WELL measure the speed and magnitude of recent price changes. Recognizing these clusters in WELL Health's returns helps calibrate position size and stop-loss levels. Candlestick pattern analysis of WELL Stock daily data can reveal short-term reversal or continuation signals. Identifying these patterns in WELL Stock data supports better trade timing.WELL Health Related Equities
Sizing up WELL Health against these stocks within the Health Care space shows how it compares on key financial measures. Revenue and margin checks across this group help investors set expectations for WELL Health's results.
| Risk & Return | Correlation |
WELL Health Market Strength Events
Market strength indicators provide a structured view of how WELL Health stock is positioned relative to trends. These indicators are valuable tools for identifying when to enter or exit positions in WELL Health Technologies. These signals help validate or refine position timing for WELL Health. Review these indicators alongside WELL Health's fundamental data for a complete analytical picture.
WELL Health Risk Indicators
The analysis of WELL Health's risk metrics is one of the most important steps in projecting its future price. This process quantifies the risk associated with WELL Health's and helps determine how to manage it. A structured analysis of WELL Health's risk indicators is one of the most reliable ways to improve forecast accuracy. Investors who carefully evaluate the risks in WELL Health's are better positioned to make informed decisions.
| Mean Deviation | 1.73 | |||
| Standard Deviation | 2.42 | |||
| Variance | 5.86 |
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 WELL Health
Story coverage around WELL Health Technologies often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. 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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WELL Health Short Properties
A short-interest review of WELL Health Technologies provides context for understanding whether skepticism in the market is becoming more influential. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
| Common Stock Shares Outstanding | 1.7 B | |
| Cash And Short Term Investments | 133.8 M |
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Other Information on Investing in WELL Stock
Financial ratios reflect how major financial figures connect within WELL Health. They frame financial performance across earnings, cash flow, and valuation.