Mueller Industries Stock Forecast - Polynomial Regression

MLI Stock  USD 91.70  0.70  0.77%   
The Polynomial Regression forecasted value of Mueller Industries on the next trading day is expected to be 95.11 with a mean absolute deviation of 2.32 and the sum of the absolute errors of 144.04. Mueller Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Mueller Industries' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The Mueller Industries' current Payables Turnover is estimated to increase to 23.85, while Inventory Turnover is projected to decrease to 5.60. . The Mueller Industries' current Net Income Applicable To Common Shares is estimated to increase to about 794.9 M, while Common Stock Shares Outstanding is projected to decrease to under 99.7 M.
Mueller Industries polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Mueller Industries as well as the accuracy indicators are determined from the period prices.

Mueller Industries Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of Mueller Industries on the next trading day is expected to be 95.11 with a mean absolute deviation of 2.32, mean absolute percentage error of 8.42, and the sum of the absolute errors of 144.04.
Please note that although there have been many attempts to predict Mueller 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 Mueller Industries' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Mueller Industries Stock Forecast Pattern

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Mueller Industries Forecasted Value

In the context of forecasting Mueller Industries' 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. Mueller Industries' downside and upside margins for the forecasting period are 92.31 and 97.91, respectively. We have considered Mueller Industries' 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
91.70
95.11
Expected Value
97.91
Upside

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 Mueller Industries stock data series using in forecasting. Note that when a statistical model is used to represent Mueller Industries 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 Criteria122.0784
BiasArithmetic mean of the errors None
MADMean absolute deviation2.3232
MAPEMean absolute percentage error0.0296
SAESum of the absolute errors144.0393
A single variable polynomial regression model attempts to put a curve through the Mueller Industries historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Mueller Industries

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mueller Industries. 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
88.7291.5094.28
Details
Intrinsic
Valuation
LowRealHigh
82.53100.80103.58
Details
Bollinger
Band Projection (param)
LowMiddleHigh
83.9890.9397.88
Details
1 Analysts
Consensus
LowTargetHigh
91.00100.00111.00
Details

Other Forecasting Options for Mueller Industries

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

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

Mueller Industries 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 Mueller Industries' 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 Mueller Industries' current price.

Mueller Industries Market Strength Events

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

Mueller Industries Risk Indicators

The analysis of Mueller Industries' 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 Mueller Industries' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mueller 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 Mueller Industries offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Mueller Industries' 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 Mueller Industries Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Mueller Industries Stock:
Check out Historical Fundamental Analysis of Mueller Industries to cross-verify your projections.
For more detail on how to invest in Mueller Stock please use our How to Invest in Mueller Industries guide.
You can also try the Positions Ratings module to determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance.
Is Industrial Machinery & Supplies & Components 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 Mueller Industries. If investors know Mueller 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 Mueller Industries 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
0.265
Dividend Share
0.75
Earnings Share
5.14
Revenue Per Share
32.118
Quarterly Revenue Growth
0.217
The market value of Mueller Industries is measured differently than its book value, which is the value of Mueller that is recorded on the company's balance sheet. Investors also form their own opinion of Mueller Industries' value that differs from its market value or its book value, called intrinsic value, which is Mueller Industries' 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 Mueller Industries' market value can be influenced by many factors that don't directly affect Mueller Industries' 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 Mueller Industries' value and its price as these two are different measures arrived at by different means. Investors typically determine if Mueller Industries is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Mueller Industries' 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.