Calamos SAMPP ETF Forward View - 4 Period Moving Average
| CPST ETF | USD 27.54 0.04 0.15% |
4 Period Moving Average is applied to Calamos SAMPP 500's daily closing prices, and the resulting forecast is presented with accuracy metrics. Wide deviation between fitted and observed values suggests the model's assumptions may not match current market conditions. The 4 Period Moving Average model projects Calamos SAMPP at 27.52 for the next trading day, below the most recent closing price. This 4 Period Moving Average output is provided as analytical reference and does not constitute a trading recommendation.
4 Period Moving Average Price Forecast For the 7th of May
Over a 90-day horizon, the 4 Period Moving Average model forecasts Calamos SAMPP at 27.52 for the next trading day, with a mean absolute deviation of 0.05 , mean absolute percentage error of 0.0019 , and sum of absolute errors of 2.92 .This represents a very tight forecast — the model closely tracks Calamos SAMPP's recent price behavior. This output is intended for short-term analytical reference.
ETF Forecast Pattern
| Backtest Calamos SAMPP | Calamos SAMPP Price Prediction | Research Analysis |
Forecasted Value
Calamos SAMPP's next-session forecast estimates practical downside and upside boundaries based on the model's historical fit. The current forecast range spans downside near 27.34 and upside near 27.71. The narrow range indicates limited short-term dispersion.
Model Predictive Factors
The table below summarizes the 4 Period Moving Average model's error metrics for Calamos 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.| AIC | Akaike Information Criteria | 105.3542 |
| Bias | Arithmetic mean of the errors | -0.0162 |
| MAD | Mean absolute deviation | 0.0513 |
| MAPE | Mean absolute percentage error | 0.0019 |
| SAE | Sum of the absolute errors | 2.9249 |
Other Forecasting Options for Calamos SAMPP
The distribution of Calamos SAMPP's daily returns is typically non-normal, with fatter tails than a Gaussian model predicts. This reveals hidden support and resistance zones in Calamos SAMPP's chart that simple price charts miss.Calamos SAMPP Related Equities
These firms work in a similar space as Calamos SAMPP within the Defined Outcome space and serve as useful points for comparison. Return on equity across these peers shows how well each firm turns capital into profit. Sector-wide trends across this peer group split company-level factors from broader forces.
| Risk & Return | Correlation |
Calamos SAMPP Market Strength Events
Market strength indicators for Calamos SAMPP ETF provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in Calamos SAMPP.
Calamos SAMPP Risk Indicators
Assessing Calamos SAMPP's risk indicators is a structured way to evaluate the risk-return trade-off for calamos sampp etf. The level of risk embedded in Calamos SAMPP's feeds directly into exposure calibration.
| Mean Deviation | 0.1383 | |||
| Standard Deviation | 0.1839 | |||
| Variance | 0.0338 | |||
| Downside Variance | 0.0287 | |||
| Semi Variance | -0.01 | |||
| Expected Short fall | -0.18 |
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.