PTT Public Pink Sheet Forward View - Triple Exponential Smoothing
| PUTRF Stock | USD 1.05 0.00 0.00% |
The reference data on this page reflects Triple Exponential Smoothing output applied to PTT Public's historical daily closing prices. Forecast values and accuracy statistics are presented for informational purposes.
The Triple Exponential Smoothing forecasted value of PTT Public on the next trading day is expected to be 1.05 with a mean absolute deviation of 0.0032 and the sum of the absolute errors of 0.19.As with simple exponential smoothing, in triple exponential smoothing models past PTT Public 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 PTT Public observations. The forecast reference data presented here for PTT Public reflects Triple Exponential Smoothing model output and is intended as reference material for analytical use. Triple Exponential Smoothing Price Forecast For the 20th of March
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of PTT Public on the next trading day is expected to be 1.05 with a mean absolute deviation of 0.0032 , mean absolute percentage error of 0.0006 , and the sum of the absolute errors of 0.19 .Please note that although there have been many attempts to predict PTT 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 PTT Public's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pink Sheet Forecast Pattern
| Backtest PTT Public | PTT Public Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for PTT Public uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. 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 Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of PTT Public pink sheet data series using in forecasting. Note that when a statistical model is used to represent PTT Public 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 | -0.0032 |
| MAD | Mean absolute deviation | 0.0032 |
| MAPE | Mean absolute percentage error | 0.0031 |
| SAE | Sum of the absolute errors | 0.19 |
Other Forecasting Options for PTT Public
Understanding PTT Public's price movement is a prerequisite for any investor considering PTT as a position. PTT Pink Sheet price charts are frequently cluttered with noise that can interfere with accurate interpretation.PTT Public Related Equities
The following equities are related to PTT Public within the Oil & Gas Integrated space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing PTT Public 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 |
PTT Public Market Strength Events
For traders and investors in PTT Public, market strength indicators offer a quantitative framework for evaluating the pink sheet's responsiveness to market conditions. These tools help identify when trading PTT Public shares is most likely to generate favorable returns.
PTT Public Risk Indicators
Analyzing PTT Public's risk indicators provides a critical input for price forecasting and investment risk management. By quantifying the risk in PTT Public's investment, investors can make more informed decisions about their exposure and hedging strategies.
| Mean Deviation | 0.6593 | |||
| Standard Deviation | 2.72 | |||
| Variance | 7.4 |
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 PTT Public
Story coverage around PTT Public often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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Financial ratios for PTT Public help frame valuation context across profits, cash flow, and enterprise value. They help compare PTT across valuation measures.