Innovator Etf Forecast - Polynomial Regression
| PDEC Etf | USD 38.87 0.01 0.03% |
The Polynomial Regression forecasted value of Innovator SP 500 on the next trading day is expected to be 38.92 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.92. Innovator Etf Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Innovator stock prices and determine the direction of Innovator SP 500's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Innovator's historical fundamentals, such as revenue growth or operating cash flow patterns.
Innovator |
Innovator Polynomial Regression Price Forecast For the 16th of December 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Innovator SP 500 on the next trading day is expected to be 38.92 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.92.Please note that although there have been many attempts to predict Innovator Etf prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Innovator's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Innovator Etf Forecast Pattern
| Backtest Innovator | Innovator Price Prediction | Buy or Sell Advice |
Innovator Forecasted Value
In the context of forecasting Innovator's Etf value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Innovator's downside and upside margins for the forecasting period are 38.80 and 39.04, respectively. We have considered Innovator's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Innovator etf data series using in forecasting. Note that when a statistical model is used to represent Innovator 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 | 111.7623 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0315 |
| MAPE | Mean absolute percentage error | 8.0E-4 |
| SAE | Sum of the absolute errors | 1.9193 |
Predictive Modules for Innovator
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Innovator SP 500. Regardless of method or technology, however, to accurately forecast the etf market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the etf market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Innovator's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Innovator
For every potential investor in Innovator, whether a beginner or expert, Innovator's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Innovator Etf price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Innovator. Basic forecasting techniques help filter out the noise by identifying Innovator's price trends.Innovator Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Innovator etf to make a market-neutral strategy. Peer analysis of Innovator could also be used in its relative valuation, which is a method of valuing Innovator by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Innovator SP 500 Technical and Predictive Analytics
The etf market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Innovator's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Innovator's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Innovator Market Strength Events
Market strength indicators help investors to evaluate how Innovator etf reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Innovator shares will generate the highest return on investment. By undertsting and applying Innovator etf market strength indicators, traders can identify Innovator SP 500 entry and exit signals to maximize returns.
Innovator Risk Indicators
The analysis of Innovator's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Innovator's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting innovator etf prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 0.0938 | |||
| Standard Deviation | 0.1261 | |||
| Variance | 0.0159 | |||
| Downside Variance | 0.0126 | |||
| Semi Variance | (0.03) | |||
| Expected Short fall | (0.12) |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.When determining whether Innovator SP 500 is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Innovator Etf is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Innovator Sp 500 Etf. Highlighted below are key reports to facilitate an investment decision about Innovator Sp 500 Etf:Check out Historical Fundamental Analysis of Innovator to cross-verify your projections. You can also try the Fundamentals Comparison module to compare fundamentals across multiple equities to find investing opportunities.
The market value of Innovator SP 500 is measured differently than its book value, which is the value of Innovator that is recorded on the company's balance sheet. Investors also form their own opinion of Innovator's value that differs from its market value or its book value, called intrinsic value, which is Innovator's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Innovator's market value can be influenced by many factors that don't directly affect Innovator's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Innovator's value and its price as these two are different measures arrived at by different means. Investors typically determine if Innovator is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Innovator's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.