Lineage Common Stock Forward View - Simple Exponential Smoothing
| LINE Stock | 35.14 -1.61 -4.38% |
Lineage Common Stock's Simple Exponential Smoothing reference page summarizes the forecasted price and model accuracy metrics derived from daily trading data. This reference information is provided for analytical context.
The Simple Exponential Smoothing forecasted value of Lineage Common Stock on the next trading day is expected to be 35.14 with a mean absolute deviation of 0.73 and the sum of the absolute errors of 43.82.This simple exponential smoothing model begins by setting Lineage Common Stock forecast for the second period equal to the observation of the first period. In other words, recent Lineage Common observations are given relatively more weight in forecasting than the older observations. This Simple Exponential Smoothing forecast data for Lineage Common Stock is sourced from the most recent available trading data and is intended solely as reference information. Simple Exponential Smoothing Price Forecast For the 21st of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Lineage Common Stock on the next trading day is expected to be 35.14 with a mean absolute deviation of 0.73 , mean absolute percentage error of 0.92 , and the sum of the absolute errors of 43.82 .Please note that although there have been many attempts to predict Lineage 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 Lineage Common's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Lineage Common | Lineage Common Price Prediction | Research Analysis |
Forecasted Value
Forecasting Lineage Common Stock for the next session involves measuring the model's historical ability to define credible downside and upside scenarios. 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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Lineage Common stock data series using in forecasting. Note that when a statistical model is used to represent Lineage Common 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 | 116.1905 |
| Bias | Arithmetic mean of the errors | -0.0157 |
| MAD | Mean absolute deviation | 0.7303 |
| MAPE | Mean absolute percentage error | 0.0195 |
| SAE | Sum of the absolute errors | 43.82 |
Other Forecasting Options for Lineage Common
The movement of Lineage price is the central consideration for investors deciding whether to enter or hold a position. Noise in Lineage Stock price charts can make it difficult to distinguish meaningful trends from random fluctuations.Lineage Common Related Equities
The following equities are related to Lineage Common within the Real Estate space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Lineage Common 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 |
Lineage Common Market Strength Events
Investors use market strength indicators for Lineage Common to evaluate how the stock performs relative to broader market trends. These indicators support more precise timing of Lineage Common Stock positions, helping investors maximize return and minimize poorly-timed trades.
Lineage Common Risk Indicators
A careful analysis of Lineage Common's basic risk indicators provides context for understanding the risk environment surrounding lineage stock. This understanding is an essential input for forecasting Lineage Common's future price and for deciding how to manage the associated investment risk.
| Mean Deviation | 1.91 | |||
| Semi Deviation | 1.99 | |||
| Standard Deviation | 2.53 | |||
| Variance | 6.41 | |||
| Downside Variance | 4.24 | |||
| Semi Variance | 3.97 | |||
| Expected Short fall | -2.47 |
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 Lineage Common
Story coverage around Lineage Common Stock 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.
Contributor Headline
Latest Perspective From Macroaxis
Lineage Common Short Properties
Short-interest signals around Lineage Common Stock can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. A disciplined short-interest review can make timing decisions more informed under rising skepticism.
| Common Stock Shares Outstanding | 228 M | |
| Cash And Short Term Investments | 66 M |