Beacon Roofing Stock Forecast - Simple Regression

BECNDelisted Stock  USD 124.17  0.05  0.04%   
The Simple Regression forecasted value of Beacon Roofing Supply on the next trading day is expected to be 124.61 with a mean absolute deviation of 1.94 and the sum of the absolute errors of 118.06. Beacon Stock Forecast is based on your current time horizon.
The value of RSI of Beacon Roofing's stock price is about 60 suggesting that the stock is rather overbought by investors as of today. The main point of the Relative Strength Index (RSI) is to track how fast people are buying or selling Beacon, making its price go up or down.

Momentum 60

 Buy Extended

 
Oversold
 
Overbought
The successful prediction of Beacon Roofing's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Beacon Roofing Supply, which may create opportunities for some arbitrage if properly timed.
Using Beacon Roofing hype-based prediction, you can estimate the value of Beacon Roofing Supply from the perspective of Beacon Roofing response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Beacon Roofing Supply on the next trading day is expected to be 124.61 with a mean absolute deviation of 1.94 and the sum of the absolute errors of 118.06.

Beacon Roofing after-hype prediction price

    
  USD 124.17  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as delisted stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
  
Check out Trending Equities 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 unemployment.

Beacon Roofing Additional Predictive Modules

Most predictive techniques to examine Beacon price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Beacon using various technical indicators. When you analyze Beacon charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through Beacon Roofing 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.

Beacon Roofing Simple Regression Price Forecast For the 20th of January

Given 90 days horizon, the Simple Regression forecasted value of Beacon Roofing Supply on the next trading day is expected to be 124.61 with a mean absolute deviation of 1.94, mean absolute percentage error of 7.06, and the sum of the absolute errors of 118.06.
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 RoofingBeacon Roofing Price PredictionBuy or Sell Advice 

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.
AICAkaike Information Criteria120.0654
BiasArithmetic mean of the errors None
MADMean absolute deviation1.9354
MAPEMean absolute percentage error0.0164
SAESum of the absolute errors118.0581
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 Beacon Roofing Supply 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 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.
Hype
Prediction
LowEstimatedHigh
124.17124.17124.17
Details
Intrinsic
Valuation
LowRealHigh
102.77102.77136.59
Details
Bollinger
Band Projection (param)
LowMiddleHigh
121.98123.40124.82
Details

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 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.
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 against Beacon Stock

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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.
Pair CorrelationCorrelation Matching
Check out Trending Equities 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 unemployment.
You can also try the Fundamental Analysis module to view fundamental data based on most recent published financial statements.

Other Consideration for investing in Beacon Stock

If you are still planning to invest in Beacon Roofing Supply 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 Beacon Roofing's history and understand the potential risks before investing.
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