Molson Coors Stock Forecast - Polynomial Regression
| TAP Stock | USD 58.81 0.60 1.03% |
The Polynomial Regression forecasted value of Molson Coors Brewing on the next trading day is expected to be 54.72 with a mean absolute deviation of 0.99 and the sum of the absolute errors of 60.63. Molson Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Molson Coors stock prices and determine the direction of Molson Coors Brewing's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Molson Coors' historical fundamentals, such as revenue growth or operating cash flow patterns. Although Molson Coors' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Molson Coors' systematic risk associated with finding meaningful patterns of Molson Coors fundamentals over time.
Check out Historical Fundamental Analysis of Molson Coors to cross-verify your projections. Molson |
Open Interest Against 2024-05-17 Molson Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Molson Coors' spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Molson Coors' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Molson Coors stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Molson Coors' open interest, investors have to compare it to Molson Coors' spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Molson Coors is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Molson. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Molson Coors 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 Molson Coors' time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Molson Coors' price structures and extracts relationships that further increase the generated results' accuracy.
Molson Coors polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Molson Coors Brewing as well as the accuracy indicators are determined from the period prices. Molson Coors Polynomial Regression Price Forecast For the 11th of May 2024
Given 90 days horizon, the Polynomial Regression forecasted value of Molson Coors Brewing on the next trading day is expected to be 54.72 with a mean absolute deviation of 0.99, mean absolute percentage error of 1.69, and the sum of the absolute errors of 60.63.Please note that although there have been many attempts to predict Molson 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 Molson Coors' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Molson Coors Stock Forecast Pattern
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Molson Coors Forecasted Value
In the context of forecasting Molson Coors' 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. Molson Coors' downside and upside margins for the forecasting period are 53.11 and 56.33, respectively. We have considered Molson Coors' 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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Molson Coors stock data series using in forecasting. Note that when a statistical model is used to represent Molson Coors 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 | 118.6327 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.9939 |
| MAPE | Mean absolute percentage error | 0.016 |
| SAE | Sum of the absolute errors | 60.6306 |
Predictive Modules for Molson Coors
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Molson Coors Brewing. 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 Molson Coors' 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 Molson Coors
For every potential investor in Molson, whether a beginner or expert, Molson Coors' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Molson Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Molson. Basic forecasting techniques help filter out the noise by identifying Molson Coors' price trends.Molson Coors 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 Molson Coors stock to make a market-neutral strategy. Peer analysis of Molson Coors could also be used in its relative valuation, which is a method of valuing Molson Coors by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Molson Coors Brewing 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 Molson Coors' 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 Molson Coors' current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
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| Volume Indicators |
Molson Coors Market Strength Events
Market strength indicators help investors to evaluate how Molson Coors stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Molson Coors shares will generate the highest return on investment. By undertsting and applying Molson Coors stock market strength indicators, traders can identify Molson Coors Brewing entry and exit signals to maximize returns.
| Daily Balance Of Power | 9.2 T | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 58.81 | |||
| Day Typical Price | 58.81 | |||
| Price Action Indicator | 0.3 | |||
| Period Momentum Indicator | 0.6 |
Molson Coors Risk Indicators
The analysis of Molson Coors' 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 Molson Coors' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting molson 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 | 0.9701 | |||
| Standard Deviation | 1.65 | |||
| Variance | 2.74 |
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.
Molson Coors Investors Sentiment
The influence of Molson Coors' investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in Molson. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock market does not have solid backing from leading economists and market statisticians.
Investor biases related to Molson Coors' public news can be used to forecast risks associated with an investment in Molson. The trend in average sentiment can be used to explain how an investor holding Molson can time the market purely based on public headlines and social activities around Molson Coors Brewing. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Molson Coors' market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for Molson Coors' and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average Molson Coors' news discussions. The higher the estimated score, the more favorable is the investor's outlook on Molson Coors.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Molson Coors in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Molson Coors' short interest history, or implied volatility extrapolated from Molson Coors options trading.
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When determining whether Molson Coors Brewing is a good investment, qualitative aspects like company management, corporate governance, and ethical practices play a significant role. A comparison with peer companies also provides context and helps to understand if Molson Stock is undervalued or overvalued. This multi-faceted approach, blending both quantitative and qualitative analysis, forms a solid foundation for making an informed investment decision about Molson Coors Brewing Stock. Highlighted below are key reports to facilitate an investment decision about Molson Coors Brewing Stock:Check out Historical Fundamental Analysis of Molson Coors to cross-verify your projections. Note that the Molson Coors Brewing information on this page should be used as a complementary analysis to other Molson Coors' 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 Commodity Directory module to find actively traded commodities issued by global exchanges.
Complementary Tools for Molson Stock analysis
When running Molson Coors' price analysis, check to measure Molson Coors' 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 Molson Coors is operating at the current time. Most of Molson Coors' value examination focuses on studying past and present price action to predict the probability of Molson Coors' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Molson Coors' price. Additionally, you may evaluate how the addition of Molson Coors to your portfolios can decrease your overall portfolio volatility.
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Is Molson Coors' 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 Molson Coors. If investors know Molson 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 Molson Coors 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 1.939 | Dividend Share 1.67 | Earnings Share 5.01 | Revenue Per Share 55.579 | Quarterly Revenue Growth 0.107 |
The market value of Molson Coors Brewing is measured differently than its book value, which is the value of Molson that is recorded on the company's balance sheet. Investors also form their own opinion of Molson Coors' value that differs from its market value or its book value, called intrinsic value, which is Molson Coors' 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 Molson Coors' market value can be influenced by many factors that don't directly affect Molson Coors' 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 Molson Coors' value and its price as these two are different measures arrived at by different means. Investors typically determine if Molson Coors is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Molson Coors' 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.