Affirm Holdings Stock Forward View - Triple Exponential Smoothing
| AFRM Stock | USD 46.19 2.38 5.43% |
The Triple Exponential Smoothing reference data for Affirm Holdings 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 Triple Exponential Smoothing forecasted value of Affirm Holdings on the next trading day is expected to be 46.01 with a mean absolute deviation of 1.69 and the sum of the absolute errors of 99.58.As with simple exponential smoothing, in triple exponential smoothing models past Affirm Holdings 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 Affirm Holdings observations. The forecast reference data presented here for Affirm Holdings reflects Triple Exponential Smoothing model output and is intended as reference material for analytical use. Triple Exponential Smoothing Price Forecast For the 24th of March
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Affirm Holdings on the next trading day is expected to be 46.01 with a mean absolute deviation of 1.69 , mean absolute percentage error of 5.25 , and the sum of the absolute errors of 99.58 .Please note that although there have been many attempts to predict Affirm Stock 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 Affirm Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Stock Forecast Pattern
| Backtest Affirm Holdings | Affirm Holdings Price Prediction | Research Analysis |
Forecasted Value
For the next trading day, Macroaxis evaluates Affirm Holdings' predictive range by looking for statistically meaningful downside and upside boundaries. The current forecast range spans downside near 42.30 and upside near 49.72.
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 Affirm Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Affirm Holdings stock, 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 | 0.322 |
| MAD | Mean absolute deviation | 1.6878 |
| MAPE | Mean absolute percentage error | 0.029 |
| SAE | Sum of the absolute errors | 99.58 |
Other Forecasting Options for Affirm Holdings
Fibonacci retracement levels applied to Affirm Stock price swings identify potential support and resistance zones. Extreme price moves in Affirm occur more frequently than standard risk models assume. Support and resistance levels derived from Affirm Holdings' 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.Affirm Holdings Related Equities
The peer firms below within the Industrials space can help frame Affirm Holdings' pricing and running costs in context. Looking at Affirm Holdings' pricing multiples next to these peers shows if the stock trades at a premium or discount. Falling behind peers on key ratios may signal headwinds or execution issues worth looking into. The framework below supports both relative pricing and competitive standing review.
| Risk & Return | Correlation |
Affirm Holdings Market Strength Events
Tracking market strength indicators for Affirm Holdings provides context for understanding stock momentum dynamics. Tracking these indicators helps identify periods where trading Affirm Holdings is likely to be most rewarding. These tools are essential for timing trades in Affirm Holdings with a quantitative framework. Market strength indicators for Affirm Holdings are most useful when viewed as part of a broader analytical framework.
Affirm Holdings Risk Indicators
Properly assessing Affirm Holdings' 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 Affirm Holdings'. Analyzing Affirm Holdings' risk indicators provides a critical input for investment risk management. By quantifying the risk in Affirm Holdings' investment, investors can make more informed decisions about hedging strategies.
| Mean Deviation | 2.87 | |||
| Standard Deviation | 3.99 | |||
| Variance | 15.88 |
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 Affirm Holdings
The amount of media and story coverage tied to Affirm Holdings can signal where market attention is concentrating at the moment. This is most useful when investors want to understand why a security is suddenly drawing more public discussion.
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Affirm Holdings Short Properties
Short sentiment tied to Affirm Holdings matters because heavier bearish pressure can change how quickly future price expectations become unstable. 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 | 341 M | |
| Cash And Short Term Investments | 2.2 B |