Beacon Roofing Stock Forecast - Simple Regression
| BECN Stock | USD 112.79 0.27 0.24% |
The Simple Regression forecasted value of Beacon Roofing Supply on the next trading day is expected to be 109.64 with a mean absolute deviation of 2.58 and the sum of the absolute errors of 157.43. Beacon Stock Forecast is based on your current time horizon. Although Beacon Roofing's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Beacon Roofing's systematic risk associated with finding meaningful patterns of Beacon Roofing fundamentals over time.
Beacon |
Beacon Roofing Simple Regression Price Forecast For the 30th of November
Given 90 days horizon, the Simple Regression forecasted value of Beacon Roofing Supply on the next trading day is expected to be 109.64 with a mean absolute deviation of 2.58, mean absolute percentage error of 10.07, and the sum of the absolute errors of 157.43.Please note that although there have been many attempts to predict Beacon 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 Beacon Roofing's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Beacon Roofing Stock Forecast Pattern
| Backtest Beacon Roofing | Beacon Roofing Price Prediction | Buy or Sell Advice |
Beacon Roofing Forecasted Value
In the context of forecasting Beacon Roofing'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. Beacon Roofing's downside and upside margins for the forecasting period are 107.29 and 111.99, respectively. We have considered Beacon Roofing'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Beacon Roofing stock data series using in forecasting. Note that when a statistical model is used to represent Beacon Roofing 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 | 120.4204 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 2.5808 |
| MAPE | Mean absolute percentage error | 0.027 |
| SAE | Sum of the absolute errors | 157.4269 |
Predictive Modules for Beacon Roofing
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Beacon Roofing Supply. 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 Beacon Roofing'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 Beacon Roofing
For every potential investor in Beacon, whether a beginner or expert, Beacon Roofing's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Beacon Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Beacon. Basic forecasting techniques help filter out the noise by identifying Beacon Roofing's price trends.Beacon Roofing 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 Beacon Roofing stock to make a market-neutral strategy. Peer analysis of Beacon Roofing could also be used in its relative valuation, which is a method of valuing Beacon Roofing by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Beacon Roofing Supply 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 Beacon Roofing'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 Beacon Roofing's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Beacon Roofing Market Strength Events
Market strength indicators help investors to evaluate how Beacon Roofing stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Beacon Roofing shares will generate the highest return on investment. By undertsting and applying Beacon Roofing stock market strength indicators, traders can identify Beacon Roofing Supply entry and exit signals to maximize returns.
Beacon Roofing Risk Indicators
The analysis of Beacon Roofing'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 Beacon Roofing's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting beacon 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 | 1.73 | |||
| Semi Deviation | 1.51 | |||
| Standard Deviation | 2.4 | |||
| Variance | 5.74 | |||
| Downside Variance | 3.41 | |||
| Semi Variance | 2.29 | |||
| Expected Short fall | (2.02) |
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.
Pair Trading with Beacon Roofing
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Beacon Roofing position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Beacon Roofing will appreciate offsetting losses from the drop in the long position's value.Moving together with Beacon Stock
| 0.79 | DNOW | Now Inc | PairCorr |
| 0.85 | DXPE | DXP Enterprises | PairCorr |
| 0.88 | FAST | Fastenal Fiscal Year End 16th of January 2025 | PairCorr |
| 0.71 | FERG | Ferguson Plc | PairCorr |
Moving against Beacon Stock
| 0.6 | GIC | Global Industrial | PairCorr |
| 0.57 | TRNS | Transcat | PairCorr |
| 0.56 | BA | Boeing Fiscal Year End 29th of January 2025 | PairCorr |
| 0.36 | AP | Ampco Pittsburgh | PairCorr |
The ability to find closely correlated positions to Beacon Roofing could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Beacon Roofing when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Beacon Roofing - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Beacon Roofing Supply to buy it.
The correlation of Beacon Roofing is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Beacon Roofing moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Beacon Roofing Supply moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Beacon Roofing can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Beacon Roofing to cross-verify your projections. You can also try the CEOs Directory module to screen CEOs from public companies around the world.
Is Trading Companies & Distributors 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 Beacon Roofing. If investors know Beacon 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 Beacon Roofing 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 0.01 | Earnings Share 5.85 | Revenue Per Share 153.258 | Quarterly Revenue Growth 0.073 | Return On Assets 0.0622 |
The market value of Beacon Roofing Supply is measured differently than its book value, which is the value of Beacon that is recorded on the company's balance sheet. Investors also form their own opinion of Beacon Roofing's value that differs from its market value or its book value, called intrinsic value, which is Beacon Roofing'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 Beacon Roofing's market value can be influenced by many factors that don't directly affect Beacon Roofing'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 Beacon Roofing's value and its price as these two are different measures arrived at by different means. Investors typically determine if Beacon Roofing is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Beacon Roofing'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.