3M Stock Forecast - Double Exponential Smoothing

MMM
 Stock
  

USD 112.30  1.80  1.63%   

3M Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast 3M historical stock prices and determine the direction of 3M Company's future trends based on various well-known forecasting models. However, solely looking at the historical price movement is usually misleading. Macroaxis recommends to always use this module together with analysis of 3M historical fundamentals such as revenue growth or operating cash flow patterns.
Additionally, see Historical Fundamental Analysis of 3M to cross-verify your projections.
  

Open Interest Agains t 2022-10-07 3M Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast 3M's 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 3M's options reflect these daily shifts, investors could use the patterns of these changes to develop long and short trading strategies 3M stock based on available contracts left at the end of a trading day.
Please note, to derive more accurate forecasting about market movement from the current 3M's open interest, investors have to compare it to 3M's 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 3M 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 3M. 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 3M 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 3M's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets 3M's price structures and extracts relationships that further increase the generated results' accuracy.
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for 3M works best with periods where there are trends or seasonality.

3M Double Exponential Smoothing Price Forecast For the 3rd of October

Given 90 days horizon, the Double Exponential Smoothing forecasted value of 3M Company on the next trading day is expected to be 109.76 with a mean absolute deviation of 1.82, mean absolute percentage error of 7.62, and the sum of the absolute errors of 107.64.
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

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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 107.76 and 111.76, 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.
Market Value 112.30
107.76
Downside
109.76
Expected Value
111.76
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing 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.
AICAkaike Information CriteriaHuge
BiasArithmetic mean of the errors 0.236
MADMean absolute deviation1.8244
MAPEMean absolute percentage error0.014
SAESum of the absolute errors107.6423
When 3M Company prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any 3M Company trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent 3M observations are given relatively more weight in forecasting than the older observations.

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 or bond 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, frequently view the market will even out over time. This tendency of 3M'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. Please use the tools below to analyze the current value of 3M in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
107.97109.97111.97
Details
Intrinsic
Valuation
LowReal ValueHigh
99.45132.49134.49
Details
Bollinger
Band Projection (param)
LowerMiddle BandUpper
100.43120.67140.91
Details
15 Analysts
Consensus
LowTarget PriceHigh
172.00188.54215.00
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as 3M. Your research has to be compared to or analyzed against 3M's peers to derive any actionable benefits. When done correctly, 3M's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy towards taking a position in 3M Company.

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.
Capri HoldingsHermes Intl SAChristian Dior SChow Tai FookSwatch Grp AktSignet JewelersBirks GroupChow Tai FookAmn Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGx Nasdaq-100 CoveredFranklin Mutual EuropeanNatural Hlth TrdUSA Value Factor
 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.

3M Risk Indicators

The analysis of 3M's basic risk indicators is one of the essential steps in helping accuretelly forecast 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 funamental techniques of forecasting 3M stock price, 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 stock investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Be your own money manager

Our tools can tell you how much better you can do entering a position in 3M without increasing your portfolio risk or giving up the expected return. As an individual investor, you need to find a reliable way to track all your investment portfolios. However, your requirements will often be based on how much of the process you decide to do yourself. In addition to allowing all investors analytical transparency into all their portfolios, our tools can evaluate risk-adjusted returns of your individual positions relative to your overall portfolio.

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Macroaxis puts the power of mathematics on your side. We analyze your portfolios and positions such as 3M Company using complex mathematical models and algorithms, but make them easy to understand. There is no real person involved in your portfolio analysis. We perform a number of calculations to compute absolute and relative portfolio volatility, correlation between your assets, value at risk, expected return as well as over 100 different fundamental and technical indicators.

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Additionally, see Historical Fundamental Analysis of 3M to cross-verify your projections. You can also try Theme Ratings module to determine theme ratings based on digital equity recommendations. Macroaxis theme ratings are based on combination of fundamental analysis and risk-adjusted market performance.

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When running 3M Company price analysis, check to measure 3M'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 3M is operating at the current time. Most of 3M's value examination focuses on studying past and present price action to predict the probability of 3M's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move 3M's price. Additionally, you may evaluate how the addition of 3M to your portfolios can decrease your overall portfolio volatility.
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Is 3M'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 3M. If investors know 3M 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 3M 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 3M Company is measured differently than its book value, which is the value of 3M that is recorded on the company's balance sheet. Investors also form their own opinion of 3M's value that differs from its market value or its book value, called intrinsic value, which is 3M'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 3M's market value can be influenced by many factors that don't directly affect 3M'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 3M's value and its price as these two are different measures arrived at by different means. Investors typically determine 3M value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, 3M'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.