Lineage Common Stock Forward View - Simple Moving Average
| LINE Stock | 35.35 0.12 0.34% |
This reference page presents Simple Moving Average forecast data for Lineage Common Stock. The projected values and error metrics are presented below as reference information. The output values and deviation metrics are provided for informational reference.
The Simple Moving Average forecasted value of Lineage Common Stock on the next trading day is expected to be 35.35 with a mean absolute deviation of 0.81 and the sum of the absolute errors of 47.59.The simple moving average model is conceptually a linear regression of the current value of Lineage Common Stock price series against current and previous (unobserved) value of Lineage Common. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future This Simple Moving Average forecast data for Lineage Common Stock is sourced from the most recent available trading data and is intended solely as reference information. Simple Moving Average Price Forecast For the 26th of March
Given 90 days horizon, the Simple Moving Average forecasted value of Lineage Common Stock on the next trading day is expected to be 35.35 with a mean absolute deviation of 0.81 , mean absolute percentage error of 1.11 , and the sum of the absolute errors of 47.59 .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
For the next trading day, Macroaxis evaluates Lineage Common's predictive range by looking for statistically meaningful downside and upside boundaries. No forecasting approach has been shown to beat all others over time. Investors should treat any model output as a guide, not a guarantee.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average 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 | 114.5425 |
| Bias | Arithmetic mean of the errors | -0.0359 |
| MAD | Mean absolute deviation | 0.8066 |
| MAPE | Mean absolute percentage error | 0.0215 |
| SAE | Sum of the absolute errors | 47.59 |
Other Forecasting Options for Lineage Common
Lineage Common's daily price returns can be decomposed into trend, seasonal, and residual components. Divergence between short-term and long-term averages in Lineage often signals an upcoming reversal or acceleration. Gap analysis of Lineage Stock data examines overnight jumps between Lineage Common's closing and opening prices.Lineage Common Related Equities
Checking Lineage Common against related firms within the Real Estate space helps investors see where the stock stands among peers. Market cap and total value checks frame Lineage Common's size within the competitive field. When Lineage Common breaks from its peer group on a key metric, it often signals a firm-level change worth exploring.
| Risk & Return | Correlation |
Lineage Common Market Strength Events
Market strength indicators help investors evaluate how Lineage Common stock reacts to evolving market conditions. These indicators help determine optimal entry and exit points for trading Lineage Common Stock. These indicators can identify periods when trading Lineage Common Stock may offer more favorable risk-reward conditions.
Lineage Common Risk Indicators
The analysis of Lineage Common's basic risk indicators is one of the essential steps in accurately forecasting its future price. Understanding the risk involved in holding Lineage Common's allows investors to make informed decisions about their exposure. The analysis of Lineage Common's basic risk metrics provides a foundation for managing investment risk.
| Mean Deviation | 1.88 | |||
| Semi Deviation | 1.96 | |||
| Standard Deviation | 2.51 | |||
| Variance | 6.28 | |||
| Downside Variance | 4.13 | |||
| Semi Variance | 3.83 | |||
| Expected Short fall | -2.39 |
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
A coverage review of Lineage Common Stock shows when the security is attracting above-average attention from contributors and market observers. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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Latest Perspective From Macroaxis
Lineage Common Short Properties
Short sentiment tied to Lineage Common Stock 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 Outstanding | 228 M | |
| Cash And Short Term Investments | 66 M |