Boule Diagnostics Stock Forward View - Simple Regression
| BOUL Stock | SEK 3.95 -0.01 -0.25% |
The Simple Regression forecast reference data for Boule Diagnostics 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 Boule Diagnostics AB on the next trading day is expected to be 3.80 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.63.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 Boule Diagnostics 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 Boule Diagnostics AB are reference data based on historical daily prices and are provided as informational context. Simple Regression Price Forecast For the 23rd of March
Given 90 days horizon, the Simple Regression forecasted value of Boule Diagnostics AB on the next trading day is expected to be 3.80 with a mean absolute deviation of 0.19 , mean absolute percentage error of 0.06 , and the sum of the absolute errors of 11.63 .Please note that although there have been many attempts to predict Boule 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 Boule Diagnostics' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Boule Diagnostics | Boule Diagnostics Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Boule Diagnostics AB uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 Regression forecasting method's relative quality and the estimations of the prediction error of Boule Diagnostics stock data series using in forecasting. Note that when a statistical model is used to represent Boule Diagnostics 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 | 115.2669 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1907 |
| MAPE | Mean absolute percentage error | 0.0402 |
| SAE | Sum of the absolute errors | 11.6316 |
Other Forecasting Options for Boule Diagnostics
Volatility clustering is a well-documented feature of Boule Stock price data where periods of large moves tend to follow other large moves. When Boule Diagnostics' RSI reaches extreme levels, it often precedes a short-term price correction or consolidation. Seasonal patterns in Boule Diagnostics' returns can persist when driven by structural factors like earnings calendars or index rebalancing.Boule Diagnostics Related Equities
These firms work in a similar space as Boule Diagnostics within the Health Care space and serve as useful points for comparison. Key comparison metrics include price-to-earnings, profit margin, and revenue growth across Boule Diagnostics' peer group. Finding which peers are closest to Boule Diagnostics in business model helps sharpen the comparison.
| Risk & Return | Correlation |
Boule Diagnostics Market Strength Events
Analyzing market strength indicators for Boule Diagnostics enables investors to understand relative stock momentum. Investors use these tools to determine the best times to initiate or close positions in Boule Diagnostics AB. Market strength indicators support more precise timing of Boule Diagnostics AB positions across market cycles.
Boule Diagnostics Risk Indicators
Identifying and analyzing Boule Diagnostics' key risk indicators is a foundational step in projecting how its price may evolve. This process involves measuring the level of investment risk in Boule Diagnostics' and determining how best to manage it. Studying Boule Diagnostics' risk indicators helps investors understand the risk level of boule stock.
| Mean Deviation | 2.35 | |||
| Standard Deviation | 3.15 | |||
| Variance | 9.91 |
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 Boule Diagnostics
Story coverage around Boule Diagnostics AB often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. 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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Boule Diagnostics Short Properties
Reviewing short-oriented indicators for Boule Diagnostics AB is useful because long and short participants often create very different signals for timing and volatility. 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 | 107.5 M | |
| Cash And Short Term Investments | 38.2 M |
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