Azek Stock Forecast - Simple Regression

AZEK Stock  USD 41.16  0.57  1.37%   
The Simple Regression forecasted value of Azek Company on the next trading day is expected to be 43.44 with a mean absolute deviation of 2.43 and the sum of the absolute errors of 148.22. Azek Stock Forecast is based on your current time horizon. Although Azek's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Azek's systematic risk associated with finding meaningful patterns of Azek fundamentals over time.
  
At this time, Azek's Inventory Turnover is quite stable compared to the past year. Fixed Asset Turnover is expected to rise to 3.69 this year, although the value of Payables Turnover will most likely fall to 11.98. . Net Income Applicable To Common Shares is expected to rise to about 82.1 M this year, although the value of Common Stock Shares Outstanding will most likely fall to about 149.4 M.

Open Interest Against 2025-06-20 Azek Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Azek's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Azek's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Azek stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Azek's open interest, investors have to compare it to Azek's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Azek is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Azek. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Simple Regression model is a single variable regression model that attempts to put a straight line through Azek price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Azek Simple Regression Price Forecast For the 22nd of March

Given 90 days horizon, the Simple Regression forecasted value of Azek Company on the next trading day is expected to be 43.44 with a mean absolute deviation of 2.43, mean absolute percentage error of 7.49, and the sum of the absolute errors of 148.22.
Please note that although there have been many attempts to predict Azek 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 Azek's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Azek Stock Forecast Pattern

Backtest AzekAzek Price PredictionBuy or Sell Advice 

Azek Forecasted Value

In the context of forecasting Azek's Stock 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. Azek's downside and upside margins for the forecasting period are 41.27 and 45.62, respectively. We have considered Azek'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.
Market Value
41.16
43.44
Expected Value
45.62
Upside

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 Azek stock data series using in forecasting. Note that when a statistical model is used to represent Azek 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.
AICAkaike Information Criteria120.1244
BiasArithmetic mean of the errors None
MADMean absolute deviation2.4298
MAPEMean absolute percentage error0.0518
SAESum of the absolute errors148.2157
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 Azek Company historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Azek

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Azek Company. 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 Azek'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.
Hype
Prediction
LowEstimatedHigh
39.5941.7643.93
Details
Intrinsic
Valuation
LowRealHigh
41.4143.5845.75
Details
Bollinger
Band Projection (param)
LowMiddleHigh
38.3743.5248.68
Details
19 Analysts
Consensus
LowTargetHigh
50.8355.8662.00
Details

Other Forecasting Options for Azek

For every potential investor in Azek, whether a beginner or expert, Azek's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Azek Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Azek. Basic forecasting techniques help filter out the noise by identifying Azek's price trends.

Azek 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 Azek stock to make a market-neutral strategy. Peer analysis of Azek could also be used in its relative valuation, which is a method of valuing Azek by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Azek Company Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Azek'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 Azek's current price.

Azek Market Strength Events

Market strength indicators help investors to evaluate how Azek stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Azek shares will generate the highest return on investment. By undertsting and applying Azek stock market strength indicators, traders can identify Azek Company entry and exit signals to maximize returns.

Azek Risk Indicators

The analysis of Azek'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 Azek's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting azek 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.
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.

Building efficient market-beating portfolios requires time, education, and a lot of computing power!

The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.

Try AI Portfolio Architect
When determining whether Azek Company 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 Azek Stock 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 Azek Company Stock. Highlighted below are key reports to facilitate an investment decision about Azek Company Stock:
Check out Historical Fundamental Analysis of Azek to cross-verify your projections.
You can also try the Portfolio Comparator module to compare the composition, asset allocations and performance of any two portfolios in your account.
Is Building Products space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Azek. If investors know Azek will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Azek listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.29)
Earnings Share
1.01
Revenue Per Share
10.277
Quarterly Revenue Growth
0.187
Return On Assets
0.0649
The market value of Azek Company is measured differently than its book value, which is the value of Azek that is recorded on the company's balance sheet. Investors also form their own opinion of Azek's value that differs from its market value or its book value, called intrinsic value, which is Azek'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 Azek's market value can be influenced by many factors that don't directly affect Azek'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 Azek's value and its price as these two are different measures arrived at by different means. Investors typically determine if Azek is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Azek'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.