Litium AB Stock Forward View - Simple Regression
| LITI Stock | SEK 10.80 -0.25 -2.26% |
The Simple Regression forecast reference data for Litium AB is based on the equity's recent trading history. Forecast values and accuracy indicators are summarized on this page for reference. This reference information is provided for analytical context.
The Simple Regression forecasted value of Litium AB on the next trading day is expected to be 10.48 with a mean absolute deviation of 0.43 and the sum of the absolute errors of 26.67.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Litium AB historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. The Simple Regression projections for Litium AB are reference data based on historical daily prices and are provided as informational context. Simple Regression Price Forecast For the 25th of March
Given 90 days horizon, the Simple Regression forecasted value of Litium AB on the next trading day is expected to be 10.48 with a mean absolute deviation of 0.43 , mean absolute percentage error of 0.32 , and the sum of the absolute errors of 26.67 .Please note that although there have been many attempts to predict Litium 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 Litium AB's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Litium AB | Litium AB Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Litium AB uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. The projected forecast band currently runs from roughly 7.40 on the downside to about 13.56 on the upside.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Litium AB stock data series using in forecasting. Note that when a statistical model is used to represent Litium AB 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 | 118.8207 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4301 |
| MAPE | Mean absolute percentage error | 0.0327 |
| SAE | Sum of the absolute errors | 26.6677 |
Other Forecasting Options for Litium AB
Volatility clustering is a well-documented feature of Litium Stock price data where periods of large moves tend to follow other large moves. When Litium AB's RSI reaches extreme levels, it often precedes a short-term price correction or consolidation. Seasonal patterns in Litium AB's returns can persist when driven by structural factors like earnings calendars or index rebalancing.Litium AB Related Equities
Investors studying Litium AB often look at related stocks within the Software—Application space to gauge pricing and results. Revenue and margin checks across this group help investors set expectations for Litium AB's results. When Litium AB breaks from its peer group on a key metric, it often signals a firm-level change worth exploring. This peer set gives the context needed for a well-rounded view of Litium AB.
| Risk & Return | Correlation |
Litium AB Market Strength Events
Analyzing market strength indicators for Litium AB enables investors to understand relative stock momentum. These tools help identify favorable windows for position changes in Litium AB. Market strength indicators support more precise timing of Litium AB positions across market cycles.
Litium AB Risk Indicators
Identifying and analyzing Litium AB's key risk indicators is a foundational step in projecting how its price may evolve. This process involves measuring the level of investment risk in Litium AB's and determining how best to manage it. Studying Litium AB's risk indicators helps investors understand the risk level of litium stock.
| Mean Deviation | 2.39 | |||
| Standard Deviation | 3.04 | |||
| Variance | 9.26 |
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 Litium AB
Coverage intensity for Litium AB matters because narrative visibility can influence sentiment, participation, and volatility around the name. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
Other Macroaxis Stories
Macroaxis story coverage is designed for a broad investing audience that ranges from self-directed traders to advisers, researchers, and institutional market participants. The content is intended to support people who want a more structured path from headline information to portfolio action.
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Litium AB Short Properties
A short-interest review of Litium AB 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 Outstanding | 13.7 M | |
| Cash And Short Term Investments | 11.2 M |
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