Atour Lifestyle Stock Forward View - Triple Exponential Smoothing
| ATAT Stock | 36.48 -0.55 -1.49% |
This reference page presents Triple Exponential Smoothing forecast data for Atour Lifestyle Holdings. The model output shown here is derived from Atour Lifestyle's historical price series and is provided for informational purposes.
The Triple Exponential Smoothing forecasted value of Atour Lifestyle Holdings on the next trading day is expected to be 36.46 with a mean absolute deviation of 0.86 and the sum of the absolute errors of 51.62.As with simple exponential smoothing, in triple exponential smoothing models past Atour Lifestyle observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Atour Lifestyle Holdings observations. This Triple Exponential Smoothing forecast data for Atour Lifestyle Holdings is sourced from the most recent available trading data and is intended solely as reference information. Triple Exponential Smoothing Price Forecast For the 20th of March
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Atour Lifestyle Holdings on the next trading day is expected to be 36.46 with a mean absolute deviation of 0.86 , mean absolute percentage error of 1.20 , and the sum of the absolute errors of 51.62 .Please note that although there have been many attempts to predict Atour 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 Atour Lifestyle's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Atour Lifestyle | Atour Lifestyle Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Atour Lifestyle'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 Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Atour Lifestyle stock data series using in forecasting. Note that when a statistical model is used to represent Atour Lifestyle 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 | Huge |
| Bias | Arithmetic mean of the errors | 0.1304 |
| MAD | Mean absolute deviation | 0.8604 |
| MAPE | Mean absolute percentage error | 0.0224 |
| SAE | Sum of the absolute errors | 51.6241 |
Other Forecasting Options for Atour Lifestyle
For every potential investor in Atour, whether a beginner or expert, Atour Lifestyle's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better.Atour Lifestyle Related Equities
The following equities are related to Atour Lifestyle within the Consumer Discretionary space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Atour Lifestyle 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 |
Atour Lifestyle Market Strength Events
Market strength indicators help investors to evaluate how Atour Lifestyle stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Atour Lifestyle shares will generate the highest return on.
Atour Lifestyle Risk Indicators
The analysis of Atour Lifestyle's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Atour Lifestyle's investment and either accepting that risk or mitigating it.
| Mean Deviation | 2.04 | |||
| Standard Deviation | 2.6 | |||
| Variance | 6.78 |
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 Atour Lifestyle
Story coverage around Atour Lifestyle Holdings often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. 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.
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Atour Lifestyle Short Properties
Short-interest signals around Atour Lifestyle Holdings can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
| Common Stock Shares Outstanding | 139.1 M | |
| Cash And Short Term Investments | 4.9 B |
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