Satellos Bioscience OTC Stock Forward View - Polynomial Regression
| MSCLF Stock | USD 7.31 -0.06 -0.81% |
The Polynomial Regression reference data for Satellos Bioscience is derived from the equity's published trading history. Forecast values and accuracy indicators are summarized on this page for reference.
The Polynomial Regression forecasted value of Satellos Bioscience on the next trading day is expected to be 6.41 with a mean absolute deviation of 0.63 and the sum of the absolute errors of 38.16.A single variable polynomial regression model attempts to put a curve through the Satellos Bioscience historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm All forecast values on this page for Satellos Bioscience are Polynomial Regression reference data derived from historical price series. Polynomial Regression Price Forecast For the 20th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Satellos Bioscience on the next trading day is expected to be 6.41 with a mean absolute deviation of 0.63 , mean absolute percentage error of 0.55 , and the sum of the absolute errors of 38.16 .Please note that although there have been many attempts to predict Satellos OTC 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 Satellos Bioscience's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
OTC Stock Forecast Pattern
| Backtest Satellos Bioscience | Satellos Bioscience Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Satellos Bioscience focuses on identifying predictive downside and upside bands that can frame a realistic trading range. 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Satellos Bioscience otc stock data series using in forecasting. Note that when a statistical model is used to represent Satellos Bioscience otc 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 | 117.5202 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6255 |
| MAPE | Mean absolute percentage error | 0.0633 |
| SAE | Sum of the absolute errors | 38.1556 |
Other Forecasting Options for Satellos Bioscience
For both new and experienced investors in Satellos, the ability to analyze Satellos Bioscience's price movement is a fundamental investment skill. Price chart noise in Satellos OTC Stock can create false signals and mislead investment decisions.Satellos Bioscience Related Equities
The following equities are related to Satellos Bioscience within the Biotechnology space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Satellos Bioscience 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 |
Satellos Bioscience Market Strength Events
Tracking market strength indicators for Satellos Bioscience helps investors understand the momentum dynamics of the otc stock in real time. These signals support informed decisions about when to enter or exit positions in Satellos Bioscience for maximum return potential.
Satellos Bioscience Risk Indicators
Properly assessing Satellos Bioscience's risk indicators is a prerequisite for building reliable price forecasts. Identifying and quantifying the risks associated with Satellos Bioscience's allows investors to make better-informed decisions about accepting or hedging their exposure.
| Mean Deviation | 4.14 | |||
| Semi Deviation | 5.14 | |||
| Standard Deviation | 5.66 | |||
| Variance | 32.05 | |||
| Downside Variance | 30.32 | |||
| Semi Variance | 26.4 | |||
| Expected Short fall | -5.00 |
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 Satellos Bioscience
Coverage intensity for Satellos Bioscience matters because narrative visibility can influence sentiment, participation, and volatility around the name. A disciplined read of coverage helps investors separate durable relevance from temporary noise.
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Satellos Bioscience financial ratios provide valuation context across profits, cash flow, and enterprise value. They help compare Satellos across valuation measures and peers.