3M Stock Forecast - Polynomial Regression
| MMM Stock | EUR 121.58 1.50 1.22% |
The Polynomial Regression forecasted value of 3M Company on the next trading day is expected to be 123.82 with a mean absolute deviation of 1.84 and the sum of the absolute errors of 112.36. 3M Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of 3M's historical fundamentals, such as revenue growth or operating cash flow patterns.
3M |
3M Polynomial Regression Price Forecast For the 25th of November
Given 90 days horizon, the Polynomial Regression forecasted value of 3M Company on the next trading day is expected to be 123.82 with a mean absolute deviation of 1.84, mean absolute percentage error of 5.48, and the sum of the absolute errors of 112.36.Please note that although there have been many attempts to predict 3M 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 3M's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
3M Stock Forecast Pattern
| Backtest 3M | 3M Price Prediction | Buy or Sell Advice |
3M Forecasted Value
In the context of forecasting 3M'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. 3M's downside and upside margins for the forecasting period are 122.41 and 125.22, respectively. We have considered 3M'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of 3M stock data series using in forecasting. Note that when a statistical model is used to represent 3M 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 | 119.8119 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.8419 |
| MAPE | Mean absolute percentage error | 0.0153 |
| SAE | Sum of the absolute errors | 112.3566 |
Predictive Modules for 3M
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as 3M Company. 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.Other Forecasting Options for 3M
For every potential investor in 3M, whether a beginner or expert, 3M's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. 3M Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in 3M. Basic forecasting techniques help filter out the noise by identifying 3M's price trends.3M 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 3M stock to make a market-neutral strategy. Peer analysis of 3M could also be used in its relative valuation, which is a method of valuing 3M by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
3M Company 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 3M'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 3M's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
3M Market Strength Events
Market strength indicators help investors to evaluate how 3M stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading 3M shares will generate the highest return on investment. By undertsting and applying 3M stock market strength indicators, traders can identify 3M Company entry and exit signals to maximize returns.
3M Risk Indicators
The analysis of 3M'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 3M's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting 3m 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 | 1.01 | |||
| Semi Deviation | 1.12 | |||
| Standard Deviation | 1.41 | |||
| Variance | 1.98 | |||
| Downside Variance | 1.54 | |||
| Semi Variance | 1.25 | |||
| Expected Short fall | (1.05) |
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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Additional Information and Resources on Investing in 3M Stock
When determining whether 3M Company is a strong investment it is important to analyze 3M's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact 3M's future performance. For an informed investment choice regarding 3M Stock, refer to the following important reports:Check out Historical Fundamental Analysis of 3M to cross-verify your projections. You can also try the Transaction History module to view history of all your transactions and understand their impact on performance.