Dr Ing Pink Sheet Forward View - Simple Exponential Smoothing
| DRPRY Stock | 4.15 -0.11 -2.58% |
The Simple Exponential Smoothing reference data for Dr Ing is derived from the equity's published trading history. The resulting forecast and deviation statistics are presented as reference data for informational context. Forecast values and accuracy statistics are presented for informational purposes. All values shown are derived from publicly available market data.
The Simple Exponential Smoothing forecasted value of Dr Ing hc on the next trading day is expected to be 4.15 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.31.This simple exponential smoothing model begins by setting Dr Ing hc forecast for the second period equal to the observation of the first period. In other words, recent Dr Ing observations are given relatively more weight in forecasting than the older observations. The forecast reference data presented here for Dr Ing hc reflects Simple Exponential Smoothing model output and is intended as reference material for analytical use. Simple Exponential Smoothing Price Forecast For the 24th of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Dr Ing hc on the next trading day is expected to be 4.15 with a mean absolute deviation of 0.07 , mean absolute percentage error of 0.01 , and the sum of the absolute errors of 4.31 .Please note that although there have been many attempts to predict DRPRY 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 Dr Ing's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pink Sheet Forecast Pattern
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Forecasted Value
This next-day forecast for Dr Ing hc 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 2.24 and upside around 6.06 for the forecasting period.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Dr Ing pink sheet data series using in forecasting. Note that when a statistical model is used to represent Dr Ing 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 | 111.5447 |
| Bias | Arithmetic mean of the errors | 0.0192 |
| MAD | Mean absolute deviation | 0.0718 |
| MAPE | Mean absolute percentage error | 0.0151 |
| SAE | Sum of the absolute errors | 4.31 |
Other Forecasting Options for Dr Ing
Fibonacci retracement levels applied to DRPRY Pink Sheet price swings identify potential support and resistance zones. Extreme price moves in DRPRY occur more frequently than standard risk models assume. Support and resistance levels derived from Dr Ing's historical data identify zones where buying or selling pressure has stalled moves. A volume spike without a corresponding price move can signal accumulation or distribution ahead of a directional breakout.Dr Ing Related Equities
The peer firms below can help frame Dr Ing's pricing and running costs in context. Market cap and total value checks frame Dr Ing's size within the competitive field. Peer review is most useful when paired with absolute pricing and trend checks. Tracking Dr Ing's results against these peers over time helps spot rising trends early.
| Risk & Return | Correlation |
Dr Ing Market Strength Events
Tracking market strength indicators for Dr Ing provides context for understanding pink sheet momentum dynamics. Tracking these indicators helps identify periods where trading Dr Ing is likely to be most rewarding. These tools are essential for timing trades in Dr Ing hc with a quantitative framework. Market strength indicators for Dr Ing hc are most useful when viewed as part of a broader analytical framework.
Dr Ing Risk Indicators
Properly assessing Dr Ing's risk indicators is a prerequisite for building reliable price forecasts. This analysis provides context for determining the appropriate level of risk to accept when holding Dr Ing's. Analyzing Dr Ing's risk indicators provides a critical input for investment risk management. By quantifying the risk in Dr Ing's investment, investors can make more informed decisions about hedging strategies.
| Mean Deviation | 1.4 | |||
| Standard Deviation | 1.84 | |||
| Variance | 3.39 |
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 Dr Ing
Coverage intensity for Dr Ing hc matters because narrative visibility can influence sentiment, participation, and volatility around the name. A disciplined read of coverage separates durable relevance from temporary noise.
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Financial ratios for Dr Ing show relationships between important financial metrics. The figures shown are derived from the most recent reporting inputs available.