PGT Innovations Stock Forecast - Polynomial Regression
| PGTIDelisted Stock | USD 27.95 0.05 0.18% |
The Polynomial Regression forecasted value of PGT Innovations on the next trading day is expected to be 27.23 with a mean absolute deviation of 0.45 and the sum of the absolute errors of 27.44. PGT Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of PGT Innovations' historical fundamentals, such as revenue growth or operating cash flow patterns.
PGT |
PGT Innovations Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of PGT Innovations on the next trading day is expected to be 27.23 with a mean absolute deviation of 0.45, mean absolute percentage error of 0.34, and the sum of the absolute errors of 27.44.Please note that although there have been many attempts to predict PGT 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 PGT Innovations' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
PGT Innovations Stock Forecast Pattern
| Backtest PGT Innovations | PGT Innovations 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 PGT Innovations stock data series using in forecasting. Note that when a statistical model is used to represent PGT Innovations 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 | 117.0362 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4498 |
| MAPE | Mean absolute percentage error | 0.0167 |
| SAE | Sum of the absolute errors | 27.4351 |
Predictive Modules for PGT Innovations
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PGT Innovations. 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 PGT Innovations' 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.
PGT Innovations 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 PGT Innovations stock to make a market-neutral strategy. Peer analysis of PGT Innovations could also be used in its relative valuation, which is a method of valuing PGT Innovations by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
PGT Innovations Market Strength Events
Market strength indicators help investors to evaluate how PGT Innovations stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading PGT Innovations shares will generate the highest return on investment. By undertsting and applying PGT Innovations stock market strength indicators, traders can identify PGT Innovations entry and exit signals to maximize returns.
PGT Innovations Risk Indicators
The analysis of PGT Innovations' 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 PGT Innovations' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pgt 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 | 1.33 | |||
| Semi Deviation | 1.38 | |||
| Standard Deviation | 1.69 | |||
| Variance | 2.87 | |||
| Downside Variance | 2.28 | |||
| Semi Variance | 1.91 | |||
| Expected Short fall | (1.58) |
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.
Currently Active Assets on Macroaxis
Check out Your Equity Center 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 estimate. You can also try the Portfolio Holdings module to check your current holdings and cash postion to detemine if your portfolio needs rebalancing.
Other Consideration for investing in PGT Stock
If you are still planning to invest in PGT Innovations 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 PGT Innovations' history and understand the potential risks before investing.
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