YANGAROO Pink Sheet Forward View - Triple Exponential Smoothing
| YOOIF Stock | USD 0.02 0.00 0.00% |
The Triple Exponential Smoothing forecast shown here for YANGAROO is reference data produced from the equity's historical price series. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Triple Exponential Smoothing forecasted value of YANGAROO on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0002 and the sum of the absolute errors of 0.01.As with simple exponential smoothing, in triple exponential smoothing models past YANGAROO observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older YANGAROO observations. This Triple Exponential Smoothing reference page for YANGAROO presents model-generated projections from historical price data for informational purposes. Triple Exponential Smoothing Price Forecast For the 19th of March
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of YANGAROO on the next trading day is expected to be 0.02 with a mean absolute deviation of 0.0002 , mean absolute percentage error of 0.00000169 , and the sum of the absolute errors of 0.01 .Please note that although there have been many attempts to predict YANGAROO 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 YANGAROO's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pink Sheet Forecast Pattern
| Backtest YANGAROO | YANGAROO Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for YANGAROO uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. At the moment, the model places downside around 0.0002 and upside around 4.29 for the forecasting period.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of YANGAROO pink sheet data series using in forecasting. Note that when a statistical model is used to represent YANGAROO 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 | Huge |
| Bias | Arithmetic mean of the errors | 2.0E-4 |
| MAD | Mean absolute deviation | 2.0E-4 |
| MAPE | Mean absolute percentage error | 0.0085 |
| SAE | Sum of the absolute errors | 0.01 |
Other Forecasting Options for YANGAROO
Regardless of investment experience, understanding YANGAROO's price movement is essential for anyone considering a position in YANGAROO. Price charts for YANGAROO Pink Sheet are often filled with noise that can lead to poor investment choices if not properly filtered.YANGAROO Related Equities
The following equities are related to YANGAROO within the Communication Services space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing YANGAROO 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 |
YANGAROO Market Strength Events
Market strength indicators for YANGAROO give investors insight into the pink sheet's responsiveness to broader market forces. Tracking these indicators helps investors make informed timing decisions and identify periods where trading YANGAROO is likely to be most rewarding.
YANGAROO Risk Indicators
A thorough review of YANGAROO's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis helps investors determine the appropriate level of risk to accept when holding YANGAROO's.
| Mean Deviation | 0.9948 | |||
| Standard Deviation | 4.1 | |||
| Variance | 16.84 |
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 YANGAROO
Story coverage around YANGAROO 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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Macroaxis publishes story content for a diverse readership that includes finance students, independent investors, money managers, and market-focused operating teams. What connects that audience is a focus on building stronger portfolios through better research, risk awareness, and comparative analysis.
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YANGAROO Short Properties
Short-interest signals around YANGAROO can help investors judge whether skeptical positioning is starting to pressure price predictability and market tone. 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 | 60.7 M | |
| Short Long Term Debt | 532.7 K | |
| Shares Float | 31.3 M |
More Resources for YANGAROO Pink Sheet Analysis
Other Information on Investing in YANGAROO Pink Sheet
Financial ratios for YANGAROO provide valuation context across profits, cash flow, and enterprise value. They help compare YANGAROO across valuation measures and peers.