PeakShares Sector ETF Forward View - 4 Period Moving Average

PSTR ETF

USD 30.48 -0.01 -0.03%

The 4 Period Moving Average output for PeakShares Sector Rotation 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 PeakShares Sector at 30.32 for the next trading day, below the most recent closing price. PeakShares Sector's 4 Period Moving Average forecast is intended for short-term analytical reference.

The four-period moving average forecast for PeakShares Sector Rotation replaces each daily value with the mean of that value and the four preceding closing prices. This smoothing window is wide enough to dampen short-term noise while still responding to recent price shifts in PeakShares Sector.

4 Period Moving Average Price Forecast For the 8th of May

Over a 90-day horizon, the 4 Period Moving Average model forecasts PeakShares Sector at 30.32 for the next trading day, with a mean absolute deviation of 0.24 , mean absolute percentage error of 0.01 , and sum of absolute errors of 13.40 .

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

ETF Forecast Pattern

Backtest PeakShares Sector

PeakShares Sector Price Prediction

Research Analysis

Forecasted Value

This forecast for PeakShares Sector frames the expected trading range using downside and upside bounds rather than a single point target. The forecast band spans 29.55 to 31.09. The moderate spread reflects defined uncertainty around the forecast.

Market Value

30.48

29.55

Downside

30.32

Expected Value

31.09

Upside

Target Odds

Above Odds

Below Odds

Model Predictive Factors

The table below summarizes the 4 Period Moving Average model's error metrics for PeakShares Sector 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	108.3375
Bias	Arithmetic mean of the errors	-0.0606
MAD	Mean absolute deviation	0.2351
MAPE	Mean absolute percentage error	0.0081
SAE	Sum of the absolute errors	13.4

The model is suited for higher-volatility price series where a two-period average would be too reactive. It does not extrapolate a trend equation, so its forecasting utility is limited to one or two periods ahead. Tighter error metrics (lower MAD/MAPE) indicate that PeakShares Sector price movement is well-captured by this smoothing window.

Other Forecasting Options for PeakShares Sector

Volatility clustering is a well-documented feature of PeakShares ETF price data where periods of large moves tend to follow other large moves. When PeakShares Sector's RSI reaches extreme levels, it often precedes a short-term price correction or consolidation. Seasonal patterns in PeakShares Sector's returns tend to persist when driven by structural factors like earnings calendars or index rebalancing.

PeakShares Sector Related Equities

The stocks listed below are peers of PeakShares Sector within the Derivative Income space and offer context for ranking and strength. Profit comparisons show whether PeakShares Sector earns above or below average returns next to its peers.

BlackRock Industry Rotation Tactical Advantage ETF First Trust Vivaldi KraneShares Emerging Markets First Trust S Network iShares ESG Aware ProShares SAMPP 500 SoFi Enhanced Yield Roundhill Glp 1 Weight US Diversified Real American Airlines Group Alcoa Corp Apple Inc Best Buy Co Citigroup

Risk & Return

Correlation

PeakShares Sector Market Strength Events

Accumulation/Distribution and Balance of Power for PeakShares Sector reveal whether buying or selling pressure dominates recent sessions. Balance of Power trending positive indicates that buyers are consistently closing PeakShares Sector near session highs. These signals help explain whether price direction and session structure are moving together for PeakShares Sector.

	Rate Of Daily Change	1.0
	Day Median Price	30.48
	Day Typical Price	30.48
	Price Action Indicator	-0.01
	Period Momentum Indicator	-0.01
	Relative Strength Index	64.76

PeakShares Sector Risk Indicators

Risk indicator analysis for PeakShares Sector quantifies how much price variability the ETF has exhibited over the measurement window. Downside variance exceeding total variance indicates that negative moves in PeakShares Sector 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 PeakShares Sector's price.

	Mean Deviation	0.6101
	Semi Deviation	0.609
	Standard Deviation	0.793
	Variance	0.6288
	Downside Variance	0.5967
	Semi Variance	0.3709
	Expected Short fall	-0.68

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 PeakShares ETF Analysis

Reviewing PeakShares Sector typically starts with its underlying exposure, expense ratio, and tracking record. These measures show how the fund delivers its target exposure and at what cost.

PeakShares 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