Sunnova Energy Stock Forecast - Polynomial Regression
| NOVADelisted Stock | USD 0 0 85.71% |
The Polynomial Regression forecasted value of Sunnova Energy International on the next trading day is expected to be -0.08 with a mean absolute deviation of 0.03 and the sum of the absolute errors of 1.73. Sunnova Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Sunnova Energy stock prices and determine the direction of Sunnova Energy International's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Sunnova Energy's historical fundamentals, such as revenue growth or operating cash flow patterns.
Sunnova |
Sunnova Energy Polynomial Regression Price Forecast For the 13th of July 2025
Given 90 days horizon, the Polynomial Regression forecasted value of Sunnova Energy International on the next trading day is expected to be -0.08 with a mean absolute deviation of 0.03, mean absolute percentage error of 0, and the sum of the absolute errors of 1.73.Please note that although there have been many attempts to predict Sunnova Stock 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 Sunnova Energy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Sunnova Energy Stock Forecast Pattern
| Backtest Sunnova Energy | Sunnova Energy Price Prediction | Buy or Sell Advice |
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 Sunnova Energy stock data series using in forecasting. Note that when a statistical model is used to represent Sunnova Energy stock, 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 | 111.5149 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0284 |
| MAPE | Mean absolute percentage error | 2.192 |
| SAE | Sum of the absolute errors | 1.7342 |
Predictive Modules for Sunnova Energy
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sunnova Energy Inter. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock 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 Sunnova Energy'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.
Sunnova Energy 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 Sunnova Energy stock to make a market-neutral strategy. Peer analysis of Sunnova Energy could also be used in its relative valuation, which is a method of valuing Sunnova Energy by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Sunnova Energy Market Strength Events
Market strength indicators help investors to evaluate how Sunnova Energy stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Sunnova Energy shares will generate the highest return on investment. By undertsting and applying Sunnova Energy stock market strength indicators, traders can identify Sunnova Energy International entry and exit signals to maximize returns.
| Accumulation Distribution | 0.98 | |||
| Daily Balance Of Power | 0.3673 | |||
| Rate Of Daily Change | 1.86 | |||
| Day Median Price | 0.0026 | |||
| Day Typical Price | 0.003 | |||
| Market Facilitation Index | 0.0049 | |||
| Price Action Indicator | 0.0023 | |||
| Period Momentum Indicator | 0.0018 |
Sunnova Energy Risk Indicators
The analysis of Sunnova Energy'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 Sunnova Energy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sunnova stock 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 | 11.44 | |||
| Standard Deviation | 20.31 | |||
| Variance | 412.6 |
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.Check out Correlation Analysis to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in real. You can also try the CEOs Directory module to screen CEOs from public companies around the world.
Other Consideration for investing in Sunnova Stock
If you are still planning to invest in Sunnova Energy Inter check if it may still be traded through OTC markets such as Pink Sheets or OTC Bulletin Board. You may also purchase it directly from the company, but this is not always possible and may require contacting the company directly. Please note that delisted stocks are often considered to be more risky investments, as they are no longer subject to the same regulatory and reporting requirements as listed stocks. Therefore, it is essential to carefully research the Sunnova Energy's history and understand the potential risks before investing.
| Balance Of Power Check stock momentum by analyzing Balance Of Power indicator and other technical ratios | |
| Latest Portfolios Quick portfolio dashboard that showcases your latest portfolios | |
| Premium Stories Follow Macroaxis premium stories from verified contributors across different equity types, categories and coverage scope | |
| Money Flow Index Determine momentum by analyzing Money Flow Index and other technical indicators | |
| Portfolio File Import Quickly import all of your third-party portfolios from your local drive in csv format | |
| Bond Analysis Evaluate and analyze corporate bonds as a potential investment for your portfolios. | |
| Portfolio Holdings Check your current holdings and cash postion to detemine if your portfolio needs rebalancing | |
| Economic Indicators Top statistical indicators that provide insights into how an economy is performing | |
| Global Correlations Find global opportunities by holding instruments from different markets |