Roundhill Sports Etf Forward View - Simple Regression
| BETZ Etf | USD 17.77 -0.52 -2.84% |
Roundhill Sports Betting's Simple Regression forecast reference data is generated from the equity's historical trading prices. This page presents the model output and associated accuracy measures as reference information.
The Simple Regression forecasted value of Roundhill Sports Betting on the next trading day is expected to be 17.24 with a mean absolute deviation of 0.53 and the sum of the absolute errors of 32.60.In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Roundhill Sports Betting historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data. The Simple Regression projections for Roundhill Sports Betting are reference data based on historical daily prices and are provided as informational context. Simple Regression Price Forecast For the 21st of March
Given 90 days horizon, the Simple Regression forecasted value of Roundhill Sports Betting on the next trading day is expected to be 17.24 with a mean absolute deviation of 0.53 , mean absolute percentage error of 0.36 , and the sum of the absolute errors of 32.60 .Please note that although there have been many attempts to predict Roundhill 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 Roundhill Sports' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Etf Forecast Pattern
| Backtest Roundhill Sports | Roundhill Sports Price Prediction | Research Analysis |
Forecasted Value
The next-day forecast for Roundhill Sports Betting focuses on identifying predictive downside and upside bands that can frame a realistic trading range. The current forecast range spans downside near 15.79 and upside near 18.69.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Roundhill Sports etf data series using in forecasting. Note that when a statistical model is used to represent Roundhill Sports 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 | 117.0955 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.5345 |
| MAPE | Mean absolute percentage error | 0.0285 |
| SAE | Sum of the absolute errors | 32.6038 |
Other Forecasting Options for Roundhill Sports
The price trajectory of Roundhill is the primary concern for any investor assessing it as an opportunity. Roundhill Etf price charts are filled with noise that can easily mislead uninformed investment decisions.Roundhill Sports Related Equities
The following equities are related to Roundhill Sports within the Consumer Cyclical space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Roundhill Sports against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
Roundhill Sports Market Strength Events
Understanding the market strength of Roundhill Sports etf enables investors to assess the security's momentum and responsiveness to broader market forces. These indicators are essential tools for timing trades in Roundhill Sports Betting with greater precision.
Roundhill Sports Risk Indicators
Reviewing Roundhill Sports' basic risk indicators is essential for investors who want to forecast its price and manage their investment risk effectively. This analysis helps identify the amount of risk involved in holding Roundhill Sports' and informs decisions about hedging and position.
| Mean Deviation | 1.1 | |||
| Standard Deviation | 1.37 | |||
| Variance | 1.88 |
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 Roundhill Sports
Story coverage around Roundhill Sports Betting often expands when market conditions, narrative momentum, or risk-adjusted performance make the security more visible to investors. A disciplined read of coverage separates durable relevance from temporary noise.
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More Resources for Roundhill Etf Analysis
Understanding Roundhill Sports Betting starts with reviewing its financial statements and long-term patterns. Ratios reflect how the business performs across profit and resource use.Roundhill Sports' projection data benefits from cross-verification using Historical Fundamental Analysis of Roundhill Sports. Reviewing past fundamental performance provides grounding for forward-looking estimates. Cross-verification against historical data is most useful when the underlying business is stable. The information is grounded in publicly filed financial statements and disclosures. Roundhill Sports analysis should be read alongside other portfolio and risk tools before reallocating capital. Roundhill Sports peer comparison and risk tools below help frame relative strengths and weaknesses. You can also try the Theme Ratings module to determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Comparing Roundhill Sports' market price with book value reveals how market sentiment relates to accounting fundamentals. For Roundhill Sports, intrinsic value estimation helps reconcile what the market pays with what the books show. These complementary measures help build a more complete analytical foundation. Reported data is organized for reference and does not imply a course of action.
Roundhill Sports' value is shaped by fundamental inputs, whereas price is shaped by supply and demand dynamics. The assessment draws on financial ratios, peer comparisons, and historical trend data. The observed price for Roundhill Sports captures the most recent agreement between transacting parties. All values are presented as reference data.