Xunlei Stock Forward View - Polynomial Regression
| XNET Stock | USD 6.46 -0.54 -7.71% |
This page provides Polynomial Regression reference data for Xunlei Ltd Adr, calculated from historical daily prices. The forecast output and associated deviation metrics are shown for informational use.
The Polynomial Regression forecasted value of Xunlei Ltd Adr on the next trading day is expected to be 7.08 with a mean absolute deviation of 0.23 and the sum of the absolute errors of 14.04.A single variable polynomial regression model attempts to put a curve through the Xunlei 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 Xunlei'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 18th of March 2026
Given 90 days horizon, the Polynomial Regression forecasted value of Xunlei Ltd Adr on the next trading day is expected to be 7.08 with a mean absolute deviation of 0.23 , mean absolute percentage error of 0.09 , and the sum of the absolute errors of 14.04 .Please note that although there have been many attempts to predict Xunlei 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 Xunlei's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
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Forecasted Value
For the next trading day, Macroaxis evaluates Xunlei's predictive range by looking for statistically meaningful downside and upside boundaries. 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Xunlei stock data series using in forecasting. Note that when a statistical model is used to represent Xunlei 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 | 115.6836 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.2301 |
| MAPE | Mean absolute percentage error | 0.0356 |
| SAE | Sum of the absolute errors | 14.0379 |
Other Forecasting Options for Xunlei
The price movement of Xunlei is a central concern for all potential investors, regardless of their level of expertise. Xunlei Stock price charts can be difficult to interpret due to the noise present in the data.Xunlei Related Equities
The following equities are related to Xunlei within the Information Technology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Xunlei 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 |
Xunlei Market Strength Events
Market strength indicators applied to Xunlei stock help investors assess the relative momentum and resilience of the security in different market environments. By using these indicators, traders can make more informed decisions about when to buy or sell Xunlei Ltd Adr.
Xunlei Risk Indicators
Risk indicator analysis for Xunlei is essential for accurately projecting its future price trajectory. By identifying the level of risk embedded in Xunlei's investment, investors can make informed decisions about position sizing and risk mitigation.
| Mean Deviation | 2.61 | |||
| Standard Deviation | 3.56 | |||
| Variance | 12.67 |
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 Xunlei
A coverage review of Xunlei Ltd Adr helps investors see when the security is attracting above-average attention from contributors and market observers. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
Contributor Headline
Latest Perspective From Macroaxis
Xunlei Short Properties
A short-interest review of Xunlei Ltd Adr helps investors understand whether skepticism in the market is becoming more influential. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 12.7 M | |
| Cash And Short Term Investments | 305.2 M |
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