ALPS ETF ETF Forward View - 4 Period Moving Average
| SMTH ETF | 25.79 -0.06 -0.23% |
The 4 Period Moving Average output for ALPS ETF Trust is derived from daily price data across the evaluation window. The error pattern reveals whether the model tracked prices consistently or diverged during volatile sessions. Parameters are re-estimated as new trading sessions are recorded, keeping the forecast current. The 4 Period Moving Average model projects ALPS ETF at 25.80 for the next trading day, above the most recent closing price. ALPS ETF's 4 Period Moving Average forecast is intended for short-term analytical reference.
4 Period Moving Average Price Forecast For the 12th of May 2026
Over a 90-day horizon, the 4 Period Moving Average model forecasts ALPS ETF at 25.80 for the next trading day, with a mean absolute deviation of 0.07 , mean absolute percentage error of 0.0028 , and sum of absolute errors of 4.07 .This represents a very tight forecast — the model closely tracks ALPS ETF's recent price behavior. This output is intended for short-term analytical reference.
ETF Forecast Pattern
| Backtest ALPS ETF | ALPS ETF Price Prediction | Research Analysis |
Forecasted Value
ALPS ETF's next-session forecast estimates practical downside and upside boundaries based on the model's historical fit. The current forecast range spans downside near 25.53 and upside near 26.08. 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 ALPS ETF 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 | 105.976 |
| Bias | Arithmetic mean of the errors | 0.0214 |
| MAD | Mean absolute deviation | 0.0714 |
| MAPE | Mean absolute percentage error | 0.0028 |
| SAE | Sum of the absolute errors | 4.07 |
Other Forecasting Options for ALPS ETF
Volatility clustering is a well-documented feature of ALPS ETF ETF price data where periods of large moves tend to follow other large moves. When ALPS ETF's RSI reaches extreme levels, it often precedes a short-term price correction or consolidation. Seasonal patterns in ALPS ETF's returns tend to persist when driven by structural factors like earnings calendars or index rebalancing.ALPS ETF Comparable Funds
These peer funds are related to ALPS ETF and help frame its category context. Useful comparisons usually include net asset value behavior, total return, volatility, distribution profile, and leverage. Differences across peer funds often reflect mandate, region, income policy, or leverage choices.
| Risk & Return | Correlation |
ALPS ETF Market Strength Events
Accumulation/Distribution and Balance of Power for ALPS ETF reveal whether buying or selling pressure dominates recent sessions. Balance of Power trending positive indicates that buyers are consistently closing ALPS ETF near session highs. These signals help explain whether price direction and session structure are moving together for ALPS ETF.
ALPS ETF Risk Indicators
Risk indicator analysis for ALPS ETF quantifies how much price variability the ETF has exhibited over the measurement window. Downside variance exceeding total variance indicates that negative moves in ALPS ETF have been larger or more frequent than positive ones. Mean deviation provides a more intuitive measure of typical price fluctuation than variance because it stays in the same units as ALPS ETF's price.
| Mean Deviation | 0.2163 | |||
| Semi Deviation | 0.2585 | |||
| Standard Deviation | 0.268 | |||
| Variance | 0.0718 | |||
| Downside Variance | 0.0847 | |||
| Semi Variance | 0.0668 | |||
| Expected Short fall | -0.23 |
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.
More Resources for ALPS ETF ETF Analysis
Understanding ALPS ETF Trust includes distinguishing between market price and NAV, where NAV reflects ALPS ETF portfolio value. Valuation of ALPS ETF reflects how well the fund tracks its benchmark and the cost of holding it over time.
Note that ALPS ETF's market price and net asset value (NAV) are different measures derived from different inputs. Holdings diversification, category fit, and cost efficiency offer additional analytical signals.