IShares MSCI ETF Forward View - Simple Exponential Smoothing
| EMXC ETF | USD 90.45 2.16 2.45% |
Simple Exponential Smoothing is applied to iShares MSCI Emerging'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 Simple Exponential Smoothing model projects IShares MSCI at 90.18 for the next trading day, below the most recent closing price. This Simple Exponential Smoothing output is provided as analytical reference and does not constitute a trading recommendation.
Simple Exponential Smoothing Price Forecast For the 25th of April
Over a 90-day horizon, the Simple Exponential Smoothing model forecasts IShares MSCI at 90.18 for the next trading day, with a mean absolute deviation of 1.27 , mean absolute percentage error of 0.02 , and sum of absolute errors of 75.93 .This represents a very tight forecast — the model closely tracks IShares MSCI's recent price behavior. This output is intended for short-term analytical reference.
ETF Forecast Pattern
| Backtest IShares MSCI | IShares MSCI Price Prediction | Research Analysis |
Forecasted Value
This forecast for IShares MSCI frames the expected trading range using downside and upside bounds rather than a single point target. The projected band runs from roughly 88.17 on the downside to about 92.18 on the upside. The moderate spread reflects defined uncertainty around the forecast.
Model Predictive Factors
The table below summarizes the Simple Exponential Smoothing model's error metrics for IShares MSCI 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 | 117.2579 |
| Bias | Arithmetic mean of the errors | -0.157 |
| MAD | Mean absolute deviation | 1.2655 |
| MAPE | Mean absolute percentage error | 0.0154 |
| SAE | Sum of the absolute errors | 75.9275 |
Other Forecasting Options for IShares MSCI
IShares MSCI's daily price returns decompose into trend, seasonal, and residual components. Divergence between short-term and long-term averages in IShares often signals an upcoming reversal or acceleration.IShares MSCI Related Equities
These stocks are related to IShares MSCI within the Diversified Emerging Mkts space and can be used for peer review, pricing, or spreading risk. Checking IShares MSCI against peers on P/E, margins, and return on equity helps put its position in context.
| Risk & Return | Correlation |
IShares MSCI Market Strength Events
Market strength indicators for IShares MSCI ETF provide a framework for assessing security responsiveness. A rising Accumulation/Distribution line alongside rising price confirms institutional buying interest in IShares MSCI.
IShares MSCI Risk Indicators
Assessing IShares MSCI's risk indicators is a structured way to evaluate the risk-return trade-off for ishares etf. The level of risk embedded in IShares MSCI's feeds directly into exposure calibration.
| Mean Deviation | 1.47 | |||
| Semi Deviation | 1.78 | |||
| Standard Deviation | 1.96 | |||
| Variance | 3.84 | |||
| Downside Variance | 3.79 | |||
| Semi Variance | 3.18 | |||
| Expected Short fall | -1.59 |
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.