Middleby Corp Stock Forecast - Simple Regression
| MIDD Stock | USD 137.01 0.21 0.15% |
The Simple Regression forecasted value of Middleby Corp on the next trading day is expected to be 138.65 with a mean absolute deviation of 3.14 and the sum of the absolute errors of 191.63. Middleby Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Middleby Corp stock prices and determine the direction of Middleby Corp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Middleby Corp's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Middleby Corp to cross-verify your projections. Middleby |
Most investors in Middleby Corp cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Middleby Corp's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Middleby Corp's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Middleby Corp 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. Middleby Corp Simple Regression Price Forecast For the 16th of May 2024
Given 90 days horizon, the Simple Regression forecasted value of Middleby Corp on the next trading day is expected to be 138.65 with a mean absolute deviation of 3.14, mean absolute percentage error of 16.34, and the sum of the absolute errors of 191.63.Please note that although there have been many attempts to predict Middleby 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 Middleby Corp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Middleby Corp Stock Forecast Pattern
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Middleby Corp Forecasted Value
In the context of forecasting Middleby Corp'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. Middleby Corp's downside and upside margins for the forecasting period are 137.27 and 140.04, respectively. We have considered Middleby Corp'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 Middleby Corp stock data series using in forecasting. Note that when a statistical model is used to represent Middleby Corp 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 | 120.9043 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 3.1414 |
| MAPE | Mean absolute percentage error | 0.0209 |
| SAE | Sum of the absolute errors | 191.6257 |
Predictive Modules for Middleby Corp
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Middleby Corp. 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 Middleby Corp'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 Middleby Corp
For every potential investor in Middleby, whether a beginner or expert, Middleby Corp's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Middleby Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Middleby. Basic forecasting techniques help filter out the noise by identifying Middleby Corp's price trends.Middleby Corp 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 Middleby Corp stock to make a market-neutral strategy. Peer analysis of Middleby Corp could also be used in its relative valuation, which is a method of valuing Middleby Corp by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Middleby Corp 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 Middleby Corp'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 Middleby Corp's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Middleby Corp Market Strength Events
Market strength indicators help investors to evaluate how Middleby Corp stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Middleby Corp shares will generate the highest return on investment. By undertsting and applying Middleby Corp stock market strength indicators, traders can identify Middleby Corp entry and exit signals to maximize returns.
| Daily Balance Of Power | (9,223,372,036,855) | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 137.01 | |||
| Day Typical Price | 137.01 | |||
| Price Action Indicator | (0.11) | |||
| Period Momentum Indicator | (0.21) |
Middleby Corp Risk Indicators
The analysis of Middleby Corp'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 Middleby Corp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting middleby 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 | 1.13 | |||
| Standard Deviation | 1.47 | |||
| Variance | 2.16 |
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.
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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Middleby Corp to cross-verify your projections. For information on how to trade Middleby Stock refer to our How to Trade Middleby Stock guide.Note that the Middleby Corp information on this page should be used as a complementary analysis to other Middleby Corp's statistical models used to find the right mix of equity instruments to add to your existing portfolios or create a brand new portfolio. You can also try the Money Managers module to screen money managers from public funds and ETFs managed around the world.
Complementary Tools for Middleby Stock analysis
When running Middleby Corp's price analysis, check to measure Middleby Corp's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Middleby Corp is operating at the current time. Most of Middleby Corp's value examination focuses on studying past and present price action to predict the probability of Middleby Corp's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Middleby Corp's price. Additionally, you may evaluate how the addition of Middleby Corp to your portfolios can decrease your overall portfolio volatility.
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Is Middleby Corp's industry 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 Middleby Corp. If investors know Middleby 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 Middleby Corp listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
The market value of Middleby Corp is measured differently than its book value, which is the value of Middleby that is recorded on the company's balance sheet. Investors also form their own opinion of Middleby Corp's value that differs from its market value or its book value, called intrinsic value, which is Middleby Corp'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 Middleby Corp's market value can be influenced by many factors that don't directly affect Middleby Corp'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 Middleby Corp's value and its price as these two are different measures arrived at by different means. Investors typically determine if Middleby Corp is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Middleby Corp'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.