Align Technology Stock Forward View - Polynomial Regression
| AFW Stock | EUR 152.15 2.10 1.40% |
Align Technology's Polynomial Regression reference page summarizes the forecasted price and model accuracy metrics derived from daily trading data. This reference information is provided for analytical context.
The Polynomial Regression forecasted value of Align Technology on the next trading day is expected to be 144.03 with a mean absolute deviation of 5.24 and the sum of the absolute errors of 324.58.A single variable polynomial regression model attempts to put a curve through the Align Technology 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 This Polynomial Regression forecast data for Align Technology is sourced from the most recent available trading data and is intended solely as reference information. Polynomial Regression Price Forecast For the 21st of March
Given 90 days horizon, the Polynomial Regression forecasted value of Align Technology on the next trading day is expected to be 144.03 with a mean absolute deviation of 5.24 , mean absolute percentage error of 40.47 , and the sum of the absolute errors of 324.58 .Please note that although there have been many attempts to predict Align 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 Align Technology's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Align Technology | Align Technology Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Align Technology'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Align Technology stock data series using in forecasting. Note that when a statistical model is used to represent Align Technology 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 | 123.6489 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 5.2352 |
| MAPE | Mean absolute percentage error | 0.0358 |
| SAE | Sum of the absolute errors | 324.5837 |
Other Forecasting Options for Align Technology
The movement of Align price is the central consideration for investors deciding whether to enter or hold a position. Noise in Align Stock price charts can make it difficult to distinguish meaningful trends from random fluctuations.Align Technology Related Equities
The following equities are related to Align Technology within the Health Care space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Align Technology 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 |
Align Technology Market Strength Events
Investors use market strength indicators for Align Technology to evaluate how the stock performs relative to broader market trends. These indicators support more precise timing of Align Technology positions, helping investors maximize return and minimize poorly-timed trades.
Align Technology Risk Indicators
A careful analysis of Align Technology's basic risk indicators provides context for understanding the risk environment surrounding align stock. This understanding is an essential input for forecasting Align Technology's future price and for deciding how to manage the associated investment risk.
| Mean Deviation | 1.92 | |||
| Semi Deviation | 2.32 | |||
| Standard Deviation | 2.6 | |||
| Variance | 6.74 | |||
| Downside Variance | 5.87 | |||
| Semi Variance | 5.38 | |||
| Expected Short fall | -2.11 |
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 Align Technology
Coverage intensity for Align Technology 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.
Other Macroaxis Stories
Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.
Story Categories
Currently Trending Categories
More Resources for Align Stock Analysis
A broader look at Align Technology comes from its financial reports and historical data. These indicators describe how financial results are generated.Historical Fundamental Analysis of Align Technology provides a cross-check on projections for Align Technology. The historical view provides additional context. For a detailed overview of how to trade Align Stock, see our How to Trade Align Stock guide.Align Technology at P/E 36.83 and ROE 10.39% (10.81 Billion market cap) - this analysis works best as a complementary layer when evaluating how the position fits in a broader portfolio. Within the Healthcare space, these metrics give the peer comparison tools below a concrete starting point for relative analysis. You can also try the Stocks Directory module to find actively traded stocks across global markets.