Atlas Copco Pink Sheet Forward View - Polynomial Regression
| ATLPF Stock | USD 16.74 -0.46 -2.67% |
Atlas Copco AB's Polynomial Regression reference page covers the model's projected value and error measures from recent price data. The forecast output and associated deviation metrics are shown for informational use.
The Polynomial Regression forecasted value of Atlas Copco AB on the next trading day is expected to be 16.09 with a mean absolute deviation of 0.50 and the sum of the absolute errors of 30.71.A single variable polynomial regression model attempts to put a curve through the Atlas Copco 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 Polynomial Regression forecast figures shown for Atlas Copco AB are reference data reflecting model output based on available historical prices. Polynomial Regression Price Forecast For the 26th of March
Given 90 days horizon, the Polynomial Regression forecasted value of Atlas Copco AB on the next trading day is expected to be 16.09 with a mean absolute deviation of 0.50 , mean absolute percentage error of 0.37 , and the sum of the absolute errors of 30.71 .Please note that although there have been many attempts to predict Atlas Pink Sheet 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 Atlas Copco's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pink Sheet Forecast Pattern
| Backtest Atlas Copco | Atlas Copco Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Atlas Copco AB 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 Atlas Copco pink sheet data series using in forecasting. Note that when a statistical model is used to represent Atlas Copco pink sheet, 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 | 118.9594 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4953 |
| MAPE | Mean absolute percentage error | 0.0249 |
| SAE | Sum of the absolute errors | 30.7106 |
Other Forecasting Options for Atlas Copco
Bollinger Bands applied to Atlas Pink Sheet price data measure how far Atlas has deviated from its recent average relative to its own volatility. This distinction drives the choice of forecasting model applied to Atlas Copco's price data.Atlas Copco Related Equities
Atlas Copco's market space within the Specialty Industrial Machinery space is best grasped by looking at the firms listed below. Peer review on balance sheet metrics shows how Atlas Copco's capital structure stacks up against similar firms.
| Risk & Return | Correlation |
Atlas Copco Market Strength Events
For investors tracking Atlas Copco AB, market strength indicators offer quantitative evaluation of pink sheet behavior. These indicators add context to timing decisions around Atlas Copco AB positions.
| Rate Of Daily Change | 0.97 | |||
| Day Median Price | 16.74 | |||
| Day Typical Price | 16.74 | |||
| Price Action Indicator | -0.23 | |||
| Period Momentum Indicator | -0.46 | |||
| Relative Strength Index | 36.9 |
Atlas Copco Risk Indicators
Analyzing Atlas Copco's basic risk indicators provides investors with a structured view of the risk-return trade-off for atlas pink sheet. By identifying the level of risk embedded in Atlas Copco's investment, investors can make informed decisions about position sizing.
| Mean Deviation | 2.08 | |||
| Standard Deviation | 3.79 | |||
| Variance | 14.37 |
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 Atlas Copco
Story coverage around Atlas Copco AB often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Financial ratios represent how different financial values are linked for Atlas Copco. The metrics reflect the most recent disclosures available and are intended for reference only.