Amplify Digital Etf Forward View - Simple Regression
| IPAY Etf | USD 44.00 0.31 0.71% |
This reference page presents Simple Regression forecast data for Amplify Digital Payments. The model output shown here is derived from Amplify Digital's historical price series and is provided for informational purposes.
The Simple Regression forecasted value of Amplify Digital Payments on the next trading day is expected to be 43.01 with a mean absolute deviation of 0.98 and the sum of the absolute errors of 60.01.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Amplify Digital Payments historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. This Simple Regression forecast data for Amplify Digital Payments is sourced from the most recent available trading data and is intended solely as reference information. Simple Regression Price Forecast For the 18th of March 2026
Given 90 days horizon, the Simple Regression forecasted value of Amplify Digital Payments on the next trading day is expected to be 43.01 with a mean absolute deviation of 0.98 , mean absolute percentage error of 1.49 , and the sum of the absolute errors of 60.01 .Please note that although there have been many attempts to predict Amplify Etf 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 Amplify Digital's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
| Backtest Amplify Digital | Amplify Digital Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Amplify Digital Payments focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The current forecast range spans downside near 41.37 and upside near 44.64.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Amplify Digital etf data series using in forecasting. Note that when a statistical model is used to represent Amplify Digital etf, 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 | 118.511 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.9837 |
| MAPE | Mean absolute percentage error | 0.0204 |
| SAE | Sum of the absolute errors | 60.0066 |
Other Forecasting Options for Amplify Digital
For every potential investor in Amplify, whether a beginner or expert, Amplify Digital's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better.Amplify Digital Related Equities
The following equities are related to Amplify Digital within the Miscellaneous Sector space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Amplify Digital 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 |
Amplify Digital Market Strength Events
Market strength indicators help investors to evaluate how Amplify Digital etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Amplify Digital shares will generate the highest return on.
Amplify Digital Risk Indicators
The analysis of Amplify Digital's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Amplify Digital's investment and either accepting that risk or mitigating it.
| Mean Deviation | 1.2 | |||
| Standard Deviation | 1.63 | |||
| Variance | 2.67 |
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 Amplify Digital
Coverage intensity for Amplify Digital Payments matters because narrative visibility can influence sentiment, participation, and volatility around the name. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
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More Resources for Amplify Etf Analysis
A comprehensive view of Amplify Digital Payments starts with financial statements and ratio context. Ratio analysis helps investors evaluate Amplify Digital Payments Etf operating efficiency and financial trajectory. Highlighted below are reports that provide context for Amplify Digital Payments Etf:Use Historical Fundamental Analysis of Amplify Digital to cross-verify projections for Amplify Digital. The historical view provides additional context. Amplify Digital currently shows P/E of 22.11. Amplify Digital analysis should be paired with portfolio risk and diversification tools before adjusting allocations. For Amplify Digital, the analytical tools below add portfolio-level context that single-security review alone cannot provide. You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.
Amplify Digital Payments's market price can diverge from book value, the accounting figure shown on Amplify's balance sheet. The 3.64 P/B ratio shows Amplify Digital carries a substantial premium over its balance-sheet equity. Intrinsic value represents an estimate of underlying worth and can differ from both market price and book value. Valuation methods compare these perspectives to frame context.
Note that Amplify Digital's intrinsic value and market price are different measures derived from different inputs. For Amplify Digital, key inputs include a P/E ratio of 22.11, and a P/B ratio of 3.64. In practice, Amplify Digital price is set by the continuous auction process on its listing exchange.