IShares Biotechnology ETF Forward View - Simple Moving Average

IBB ETF

USD 167.87 -1.15 -0.68%

The Simple Moving Average output for iShares Biotechnology ETF 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 Simple Moving Average model projects IShares Biotechnology at 168.44 for the next trading day, above the most recent closing price. IShares Biotechnology's Simple Moving Average forecast is intended for short-term analytical reference.

The two-period moving average forecast for IShares Biotechnology replaces each daily closing price with the mean of that price and the preceding day's close. This produces a lightly smoothed series that closely tracks the actual price with a one-period lag.

Simple Moving Average Price Forecast For the 29th of April

Over a 90-day horizon, the Simple Moving Average model forecasts IShares Biotechnology at 168.44 for the next trading day, with a mean absolute deviation of 2.03 , mean absolute percentage error of 0.01 , and sum of absolute errors of 119.84 .

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

ETF Forecast Pattern

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IShares Biotechnology Price Prediction

Research Analysis

Forecasted Value

The projected range for IShares Biotechnology reflects the model's ability to define credible downside and upside scenarios for the next trading day. The current forecast range spans downside near 167.05 and upside near 169.83. The narrow range indicates limited short-term dispersion.

Market Value

167.87

167.05

Downside

168.44

Expected Value

169.83

Upside

Target Odds

Above Odds

Below Odds

Model Predictive Factors

The table below summarizes the Simple Moving Average model's error metrics for IShares Biotechnology 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	116.3093
Bias	Arithmetic mean of the errors	0.1319
MAD	Mean absolute deviation	2.0313
MAPE	Mean absolute percentage error	0.012
SAE	Sum of the absolute errors	119.845

With only two periods, the model is highly responsive to recent iShares Biotechnology ETF price changes but provides minimal noise reduction. It is best suited for short-term evaluation of low-to-moderate volatility price series. A widening gap between the forecast and actual values may indicate an acceleration in price momentum.

Other Forecasting Options for IShares Biotechnology

Relative Strength Index values for IShares measure the speed and magnitude of recent price changes. Recognizing these clusters in IShares Biotechnology's returns informs position size and stop-loss calibration. Candlestick pattern analysis of IShares ETF daily data reveals short-term reversal or continuation signals.

IShares Biotechnology Related Equities

The peer firms below within the Health space frame IShares Biotechnology's pricing and running costs in context. Looking at IShares Biotechnology's pricing multiples next to these peers shows if the stock trades at a premium or discount. Falling behind peers on key ratios may signal headwinds or execution issues worth looking into.

iShares SAMPP Small Cap iShares SAMPP Small Cap iShares MSCI Taiwan iShares SAMPP Mid Cap iShares International Select iShares Global Tech iShares Global 100 iShares MSCI World WisdomTree LargeCap Dividend Vanguard Communication Services American Airlines Group Alcoa Corp Apple Inc Best Buy Co Citigroup

Risk & Return

Correlation

IShares Biotechnology Market Strength Events

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

	Accumulation Distribution	18109.57
	Daily Balance Of Power	-0.35
	Rate Of Daily Change	0.99
	Day Median Price	169.16
	Day Typical Price	168.73
	Price Action Indicator	-1.86
	Period Momentum Indicator	-1.15

IShares Biotechnology Risk Indicators

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

	Mean Deviation	1.06
	Standard Deviation	1.38
	Variance	1.91

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.

	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