Advisor Managed ETF Forward View

RVER ETF

31.36 0.17 0.55%

Advisor Managed's Naive Prediction forecast is computed from observed closing prices over the selected horizon. The accuracy statistics below distinguish a well-fitted model from one that is smoothing over meaningful price movement. The Naive Prediction model projects Advisor Managed at 30.36 for the next trading day, below the most recent closing price. The Naive Prediction output reflects statistical model results and is provided for reference purposes.

A naive forecasting model for Advisor Managed is a special case of the moving average where the smoothing period is one. The forecast for Advisor Managed Portfolios 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 12th of May 2026

Over a 90-day horizon, the Naive Prediction model forecasts Advisor Managed at 30.36 for the next trading day, with a mean absolute deviation of 0.55 , mean absolute percentage error of 0.02 , and sum of absolute errors of 33.38 .

This represents a very tight forecast — the model closely tracks Advisor Managed's recent price behavior. This output is intended for short-term analytical reference.

ETF Forecast Pattern

Backtest Advisor Managed

Advisor Managed Price Prediction

Research Analysis

Forecasted Value

The projected range for Advisor Managed reflects the model's ability to define credible downside and upside scenarios for the next trading day. Downside is estimated near 28.78 and upside near 31.95. The wide range indicates elevated uncertainty in short-term projections.

Market Value

31.36

28.78

Downside

30.36

Expected Value

31.95

Upside

Target Odds

Above Odds

Below Odds

Model Predictive Factors

The table below summarizes the Naive Prediction model's error metrics for Advisor Managed 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	117.2687
Bias	Arithmetic mean of the errors	None
MAD	Mean absolute deviation	0.5472
MAPE	Mean absolute percentage error	0.0187
SAE	Sum of the absolute errors	33.3798

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 Advisor Managed price movements are largely random over the selected horizon.

Other Forecasting Options for Advisor Managed

Analyzing Advisor Managed's price movement through moving averages at different time horizons reveals whether short-term momentum aligns with the longer-term trend. Touches of the upper or lower band in Advisor Managed's chart signal overbought or oversold conditions.

Advisor Managed Comparable Funds

Investors studying Advisor Managed often review similar funds to compare yield, discount behavior, and risk. Peer review is strongest when it focuses on NAV trend, discount or premium to NAV, yield, and fee burden. Category-relative analysis helps separate fund-specific behavior from broader market moves affecting the whole group. Reviewing these related funds can sharpen the broader view of Advisor Managed's positioning.

PIMCO RAFI ESG Brookstone Value Stock FT Cboe Vest God Bless America Invesco SAMPP SmallCap Simplify Equity PLUS Amplify Seymour Cannabis iShares ESG Screened Return Stacked Bonds Cambria Tail Risk American Airlines Group Alcoa Corp Apple Inc Best Buy Co Citigroup

Risk & Return

Correlation

Advisor Managed Market Strength Events

For investors tracking Advisor Managed Portfolios, market strength indicators offer quantitative evaluation of ETF behavior. When Rate of Change diverges from price direction, it often signals weakening momentum before a visible reversal in Advisor Managed.

	Accumulation Distribution	33.7
	Daily Balance Of Power	0.3208
	Rate Of Daily Change	1.01
	Day Median Price	31.38
	Day Typical Price	31.37
	Market Facilitation Index	3.0E-4
	Price Action Indicator	0.07
	Period Momentum Indicator	0.17
	Relative Strength Index	60.89

Advisor Managed Risk Indicators

Analyzing Advisor Managed's basic risk indicators provides a structured view of the risk-return trade-off for advisor managed etf. Expected shortfall estimates the average loss in the worst-case tail scenarios, going beyond what standard deviation alone captures for Advisor Managed.

	Mean Deviation	1.3
	Semi Deviation	1.71
	Standard Deviation	1.68
	Variance	2.82
	Downside Variance	3.12
	Semi Variance	2.92
	Expected Short fall	-1.32

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 Advisor Managed ETF Analysis

A structured review of Advisor Managed begins with its holdings, expense structure, and performance trends. The dataset reflects Advisor Managed's reporting across available periods.

Advisor Managed Risk and Volatility Profile

	Naive Prediction
	Simple Exponential Smoothing
	Double Exponential Smoothing
	Triple Exponential Smoothing
	Simple Regression
	Polynomial Regression
	Simple Moving Average
	4 Period Moving Average
	8 Period Moving Average
	20 Period Moving Average