Leons Furniture Stock Forward View - Triple Exponential Smoothing

LNF Stock  CAD 25.54  0.16  0.63%   
This page provides Triple Exponential Smoothing reference data for Leons Furniture Limited, calculated from historical daily prices. The forecast output and associated deviation metrics are shown for informational use.
The Triple Exponential Smoothing forecasted value of Leons Furniture Limited on the next trading day is expected to be 25.39 with a mean absolute deviation of 0.30 and the sum of the absolute errors of 17.79.As with simple exponential smoothing, in triple exponential smoothing models past Leons Furniture 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 Leons Furniture Limited observations. Leons Furniture's Triple Exponential Smoothing reference data is provided for informational and analytical purposes and does not constitute a trading recommendation.
Triple exponential smoothing for Leons Furniture - 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 Leons Furniture 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 Leons Furniture price movement. However, neither of these exponential smoothing models address any seasonality of Leons Furniture.

Triple Exponential Smoothing Price Forecast For the 21st of March

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Leons Furniture Limited on the next trading day is expected to be 25.39 with a mean absolute deviation of 0.30 , mean absolute percentage error of 0.17 , and the sum of the absolute errors of 17.79 .
Please note that although there have been many attempts to predict Leons 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 Leons Furniture's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Stock Forecast Pattern

Backtest Leons Furniture  Leons Furniture Price Prediction  Research Analysis  

Forecasted Value

Forecasting Leons Furniture Limited for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
Market Value
25.54
25.39
Expected Value
26.87
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 Leons Furniture stock data series using in forecasting. Note that when a statistical model is used to represent Leons Furniture 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 0.0741
MADMean absolute deviation0.3015
MAPEMean absolute percentage error0.0111
SAESum of the absolute errors17.7901
As with simple exponential smoothing, in triple exponential smoothing models past Leons Furniture 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 Leons Furniture Limited observations.

Other Forecasting Options for Leons Furniture

The price movement of Leons is a central concern for all potential investors, regardless of their level of expertise. Leons Stock price charts can be difficult to interpret due to the noise present in the data.

Leons Furniture Related Equities

The following equities are related to Leons Furniture within the Consumer Discretionary space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Leons Furniture 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

Leons Furniture Market Strength Events

Market strength indicators applied to Leons Furniture 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 Leons Furniture Limited.

Leons Furniture Risk Indicators

Risk indicator analysis for Leons Furniture is essential for accurately projecting its future price trajectory. By identifying the level of risk embedded in Leons Furniture's investment, investors can make informed decisions about position sizing and risk mitigation.
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 Leons Furniture

Coverage intensity for Leons Furniture Limited matters because narrative visibility can influence sentiment, participation, and volatility around the name. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.

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.

Leons Furniture Short Properties

Short sentiment tied to Leons Furniture Limited matters because heavier bearish pressure can change how quickly future price expectations become unstable. The stronger read compares short sentiment with trend behavior, volume, and the broader market narrative.
Common Stock Shares Outstanding68.7 M
Cash And Short Term Investments415.4 M

More Resources for Leons Stock Analysis

Other Information on Investing in Leons Stock

The ratio set for Leons Furniture connects key financial figures across reports. This helps frame how profit and cash flow relate to overall value. The structure supports consistent evaluation across periods.