Lifestance Health Stock Forward View - Triple Exponential Smoothing

LFST Stock  USD 6.65  0.20  3.10%   
The Triple Exponential Smoothing forecast shown here for Lifestance Health is reference data produced from its historical price series. The projected value and error measures below serve as reference information.
The Triple Exponential Smoothing forecasted value of Lifestance Health Group on the next trading day is expected to be 6.62 with a mean absolute deviation of 0.11 and the sum of the absolute errors of 6.89.As with simple exponential smoothing, in triple exponential smoothing models past Lifestance Health 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 Lifestance Health Group observations. This Triple Exponential Smoothing reference page for Lifestance Health presents model-generated projections from historical price data for informational purposes.
Triple exponential smoothing for Lifestance Health - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Lifestance Health prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Lifestance Health price movement. However, neither of these exponential smoothing models address any seasonality of Lifestance Health.

Triple Exponential Smoothing Price Forecast For the 27th of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Lifestance Health Group on the next trading day is expected to be 6.62 with a mean absolute deviation of 0.11 , mean absolute percentage error of 0.02 , and the sum of the absolute errors of 6.89 .
Please note that although there have been many attempts to predict Lifestance 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 Lifestance Health'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

The next-day forecast for Lifestance Health Group focuses on identifying predictive downside and upside bands that can frame a realistic trading range. At the moment, the model places downside around 4.44 and upside around 8.81 for the forecasting period.
Market Value
6.65
6.62
Expected Value
8.81
Upside

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 Lifestance Health stock data series using in forecasting. Note that when a statistical model is used to represent Lifestance 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors -0.0026
MADMean absolute deviation0.1149
MAPEMean absolute percentage error0.0165
SAESum of the absolute errors6.8917
As with simple exponential smoothing, in triple exponential smoothing models past Lifestance Health 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 Lifestance Health Group observations.

Other Forecasting Options for Lifestance Health

The distribution of Lifestance Health's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This can reveal hidden support and resistance zones in Lifestance Health's chart that simple price charts miss.

Lifestance Health Related Equities

Checking Lifestance Health against related firms within the Health Care space helps investors see where the stock stands among peers. Revenue and margin checks across this group help investors set expectations for Lifestance Health's results. Sector-wide trends across this peer group can help split company-level factors from broader forces. The peer review below gives a clear framework for judging Lifestance Health's standing among rivals.
 Risk & Return  Correlation

Lifestance Health Market Strength Events

Market strength indicators for Lifestance Health give insight into the stock's responsiveness to broader forces. These indicators are useful for traders seeking optimal timing for positions in Lifestance Health Group.

Lifestance Health Risk Indicators

A thorough review of Lifestance Health's risk indicators is an important first step in forecasting its price. Quantifying the risk involved in Lifestance Health's allows investors to make better decisions about entry, sizing, and hedging.
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 Lifestance Health

Story coverage around Lifestance Health Group 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.

Lifestance Health Short Properties

A short-interest review of Lifestance Health Group provides context for understanding whether skepticism in the market is becoming more influential. This is most valuable when investors want to know whether bearish pressure is starting to shape the market's reaction function.
Common Stock Shares Outstanding391.1 M
Cash And Short Term Investments248.6 M

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