ProShares SAMPP ETF Forward View

A naive forecasting model for ProShares SAMPP is a special case of the moving average where the smoothing period is one. The forecast for ProShares SAMPP 500 on a given trading day is simply the observed closing price of the previous period. Because it uses only a single lag, this model is limited to one-period-ahead forecasts.

Naive Prediction Price Forecast For the 2nd of May

Over a 90-day horizon, the Naive Prediction model forecasts ProShares SAMPP at 77.21 for the next trading day, with a mean absolute deviation of 0.62 , mean absolute percentage error of 0.01 , and sum of absolute errors of 38.09 .

ETF Forecast Pattern

Backtest ProShares SAMPP

ProShares SAMPP Price Prediction

Research Analysis

Forecasted Value

Model Predictive Factors

The table below summarizes the Naive Prediction model's error metrics for ProShares SAMPP ETF. Lower MAD and MAPE values indicate tighter forecast accuracy. AIC measures relative model quality — lower values indicate less information loss and a better-fitting model. A large Bias suggests systematic over- or under-prediction. The naive model produces a tight forecast range but offers no smoothing of noise or trend detection. It serves primarily as a baseline benchmark — if a more complex model cannot outperform the naive forecast, it may indicate that ProShares SAMPP price movements are largely random over the selected horizon.

Other Forecasting Options for ProShares SAMPP

ProShares SAMPP's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in ProShares often signals an upcoming reversal or acceleration.

ProShares SAMPP Related Equities

Risk & Return

Correlation

ProShares SAMPP Market Strength Events

ProShares SAMPP Risk Indicators