Northern Lights ETF Forward View - Simple Moving Average
| GGM ETF | USD 28.00 -0.11 -0.39% |
Northern Lights's Simple Moving Average reference data is generated by applying the model to available daily closing prices. Accuracy metrics including mean absolute deviation are provided alongside the projection.
The Simple Moving Average forecasted value of Northern Lights on the next trading day is expected to be 28.00 with a mean absolute deviation of 0.22 and the sum of the absolute errors of 12.74.The simple moving average model is conceptually a linear regression of the current value of Northern Lights price series against current and previous (unobserved) value of Northern Lights. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future Northern Lights's Simple Moving Average reference data is provided for informational and analytical purposes and does not constitute a trading recommendation. Simple Moving Average Price Forecast For the 28th of March
Given 90 days horizon, the Simple Moving Average forecasted value of Northern Lights on the next trading day is expected to be 28.00 with a mean absolute deviation of 0.22 , mean absolute percentage error of 0.08 , and the sum of the absolute errors of 12.74 .Please note that although there have been many attempts to predict Northern ETF prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Northern Lights' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
ETF Forecast Pattern
| Backtest Northern Lights | Northern Lights Price Prediction | Research Analysis |
Forecasted Value
This next-day forecast for Northern Lights uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. Used properly, these levels provide context around forecast dispersion rather than certainty about the next closing print.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Northern Lights ETF data series using in forecasting. Note that when a statistical model is used to represent Northern Lights ETF, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | 111.8748 |
| Bias | Arithmetic mean of the errors | -0.0176 |
| MAD | Mean absolute deviation | 0.2159 |
| MAPE | Mean absolute percentage error | 0.0076 |
| SAE | Sum of the absolute errors | 12.7408 |
Other Forecasting Options for Northern Lights
Analyzing Northern Lights' 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 Northern Lights' chart can signal overbought or oversold conditions.Northern Lights Related Equities
Northern Lights's market space within the Large Blend space is best grasped by looking at the firms listed below. Growth rate gaps between Northern Lights and its peers often explain pricing differences in the market. Peer pricing works best when the firms compared share similar business models and end markets.
| Risk & Return | Correlation |
Northern Lights Market Strength Events
Market strength indicators for Northern Lights ETF provide a framework for assessing security responsiveness. These metrics are widely used to refine market timing and identify favorable moments to trade Northern Lights.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 28.0 | |||
| Day Typical Price | 28.0 | |||
| Price Action Indicator | -0.06 | |||
| Period Momentum Indicator | -0.11 | |||
| Relative Strength Index | 47.12 |
Northern Lights Risk Indicators
Assessing Northern Lights' risk indicators is a critical component of any rigorous approach to forecasting its future price. Forecasting Northern Lights' future price accurately requires understanding and quantifying the risks present in the investment.
| Mean Deviation | 0.6688 | |||
| Semi Deviation | 0.7757 | |||
| Standard Deviation | 0.8837 | |||
| Variance | 0.7809 | |||
| Downside Variance | 0.7263 | |||
| Semi Variance | 0.6016 | |||
| Expected Short fall | -0.73 |
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.
Story Coverage note for Northern Lights
Coverage intensity for Northern Lights matters because narrative visibility can influence sentiment, participation, and volatility around the name. Used properly, this context can help investors judge whether visibility is reinforcing the thesis or attracting more speculative pressure.
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More Resources for Northern ETF Analysis
Understanding Northern Lights starts with reviewing its portfolio composition and historical returns. Key metrics describe fund costs, tracking accuracy, and category positioning.Cross-verify projections for Northern Lights using Historical Fundamental Analysis of Northern Lights. Investors get more value from Northern Lights analysis when it is combined with other fund comparison and allocation tools. The supplemental views below help investors decide how Northern Lights complements or overlaps with existing portfolio holdings. You can also try the Financial Widgets module to easily integrated Macroaxis content with over 30 different plug-and-play financial widgets.
NAV captures Northern portfolio value, while market price captures the collective view of trading participants. The combination of these perspectives offers richer context than any single measure alone.
Note that Northern Lights' market price and net asset value (NAV) are different measures derived from different inputs. Northern Lights' trading price represents the transaction level agreed by market participants.