Beazer Homes Stock Forecast - Triple Exponential Smoothing

BZH Stock  USD 34.13  1.10  3.33%   
The Triple Exponential Smoothing forecasted value of Beazer Homes USA on the next trading day is expected to be 34.42 with a mean absolute deviation of 0.67 and the sum of the absolute errors of 39.48. Beazer Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Beazer Homes' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
As of now, Beazer Homes' Asset Turnover is increasing as compared to previous years. . The Beazer Homes' current Net Income Applicable To Common Shares is estimated to increase to about 191.5 M, while Common Stock Shares Outstanding is projected to decrease to under 18 M.
Triple exponential smoothing for Beazer Homes - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Beazer Homes prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Beazer Homes price movement. However, neither of these exponential smoothing models address any seasonality of Beazer Homes USA.

Beazer Homes Triple Exponential Smoothing Price Forecast For the 26th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Beazer Homes USA on the next trading day is expected to be 34.42 with a mean absolute deviation of 0.67, mean absolute percentage error of 0.79, and the sum of the absolute errors of 39.48.
Please note that although there have been many attempts to predict Beazer 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 Beazer Homes' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Beazer Homes Stock Forecast Pattern

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Beazer Homes Forecasted Value

In the context of forecasting Beazer Homes' 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. Beazer Homes' downside and upside margins for the forecasting period are 32.09 and 36.74, respectively. We have considered Beazer Homes' 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
34.13
34.42
Expected Value
36.74
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Beazer Homes stock data series using in forecasting. Note that when a statistical model is used to represent Beazer Homes 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 CriteriaHuge
BiasArithmetic mean of the errors -0.1206
MADMean absolute deviation0.6691
MAPEMean absolute percentage error0.0206
SAESum of the absolute errors39.4791
As with simple exponential smoothing, in triple exponential smoothing models past Beazer Homes observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Beazer Homes USA observations.

Predictive Modules for Beazer Homes

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Beazer Homes USA. 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.
Hype
Prediction
LowEstimatedHigh
31.8834.2136.54
Details
Intrinsic
Valuation
LowRealHigh
31.9434.2736.60
Details
Bollinger
Band Projection (param)
LowMiddleHigh
31.6233.2134.81
Details
4 Analysts
Consensus
LowTargetHigh
32.1535.3339.22
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Beazer Homes. Your research has to be compared to or analyzed against Beazer Homes' peers to derive any actionable benefits. When done correctly, Beazer Homes' competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Beazer Homes USA.

Other Forecasting Options for Beazer Homes

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

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

Beazer Homes USA 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 Beazer Homes' 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 Beazer Homes' current price.

Beazer Homes Market Strength Events

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

Beazer Homes Risk Indicators

The analysis of Beazer Homes' 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 Beazer Homes' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting beazer 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.

Currently Active Assets on Macroaxis

When determining whether Beazer Homes USA offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Beazer Homes' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Beazer Homes Usa Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Beazer Homes Usa Stock:
Check out Historical Fundamental Analysis of Beazer Homes to cross-verify your projections.
You can also try the Price Exposure Probability module to analyze equity upside and downside potential for a given time horizon across multiple markets.
Is Household Durables 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 Beazer Homes. If investors know Beazer 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 Beazer Homes 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
(0.38)
Earnings Share
4.53
Revenue Per Share
70.965
Quarterly Revenue Growth
0.04
Return On Assets
0.0374
The market value of Beazer Homes USA is measured differently than its book value, which is the value of Beazer that is recorded on the company's balance sheet. Investors also form their own opinion of Beazer Homes' value that differs from its market value or its book value, called intrinsic value, which is Beazer Homes' 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 Beazer Homes' market value can be influenced by many factors that don't directly affect Beazer Homes' 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 Beazer Homes' value and its price as these two are different measures arrived at by different means. Investors typically determine if Beazer Homes is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Beazer Homes' 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.