Mitsubishi UFJ Stock Forecast - Simple Exponential Smoothing
| MUFG Stock | USD 10.09 0.05 0.50% |
The Simple Exponential Smoothing forecasted value of Mitsubishi UFJ Financial on the next trading day is expected to be 10.09 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 6.92. Mitsubishi Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Mitsubishi UFJ stock prices and determine the direction of Mitsubishi UFJ Financial's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Mitsubishi UFJ's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Mitsubishi UFJ's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Mitsubishi UFJ's systematic risk associated with finding meaningful patterns of Mitsubishi UFJ fundamentals over time.
Check out Historical Fundamental Analysis of Mitsubishi UFJ to cross-verify your projections. Mitsubishi |
Open Interest Against 2024-05-17 Mitsubishi Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Mitsubishi UFJ'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 in Mitsubishi UFJ's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Mitsubishi UFJ 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 Mitsubishi UFJ's open interest, investors have to compare it to Mitsubishi UFJ'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 Mitsubishi UFJ 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 Mitsubishi. 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 Mitsubishi UFJ 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 Mitsubishi UFJ's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Mitsubishi UFJ's price structures and extracts relationships that further increase the generated results' accuracy.
Mitsubishi UFJ simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Mitsubishi UFJ Financial are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Mitsubishi UFJ Financial prices get older. Mitsubishi UFJ Simple Exponential Smoothing Price Forecast For the 24th of April
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Mitsubishi UFJ Financial on the next trading day is expected to be 10.09 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.92.Please note that although there have been many attempts to predict Mitsubishi 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 Mitsubishi UFJ's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Mitsubishi UFJ Stock Forecast Pattern
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Mitsubishi UFJ Forecasted Value
In the context of forecasting Mitsubishi UFJ'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. Mitsubishi UFJ's downside and upside margins for the forecasting period are 8.71 and 11.47, respectively. We have considered Mitsubishi UFJ'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 Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Mitsubishi UFJ stock data series using in forecasting. Note that when a statistical model is used to represent Mitsubishi UFJ 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 | 112.3366 |
| Bias | Arithmetic mean of the errors | -0.0147 |
| MAD | Mean absolute deviation | 0.1153 |
| MAPE | Mean absolute percentage error | 0.0115 |
| SAE | Sum of the absolute errors | 6.92 |
Predictive Modules for Mitsubishi UFJ
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Mitsubishi UFJ Financial. 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 Mitsubishi UFJ'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 Mitsubishi UFJ
For every potential investor in Mitsubishi, whether a beginner or expert, Mitsubishi UFJ's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Mitsubishi Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Mitsubishi. Basic forecasting techniques help filter out the noise by identifying Mitsubishi UFJ's price trends.Mitsubishi UFJ 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 Mitsubishi UFJ stock to make a market-neutral strategy. Peer analysis of Mitsubishi UFJ could also be used in its relative valuation, which is a method of valuing Mitsubishi UFJ by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Mitsubishi UFJ Financial 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 Mitsubishi UFJ'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 Mitsubishi UFJ's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Mitsubishi UFJ Market Strength Events
Market strength indicators help investors to evaluate how Mitsubishi UFJ stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Mitsubishi UFJ shares will generate the highest return on investment. By undertsting and applying Mitsubishi UFJ stock market strength indicators, traders can identify Mitsubishi UFJ Financial entry and exit signals to maximize returns.
Mitsubishi UFJ Risk Indicators
The analysis of Mitsubishi UFJ'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 Mitsubishi UFJ's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting mitsubishi 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 | 1.14 | |||
| Semi Deviation | 1.37 | |||
| Standard Deviation | 1.5 | |||
| Variance | 2.24 | |||
| Downside Variance | 2.33 | |||
| Semi Variance | 1.87 | |||
| Expected Short fall | (1.20) |
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 Mitsubishi UFJ to cross-verify your projections. Note that the Mitsubishi UFJ Financial information on this page should be used as a complementary analysis to other Mitsubishi UFJ'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 Equity Valuation module to check real value of public entities based on technical and fundamental data.
Complementary Tools for Mitsubishi Stock analysis
When running Mitsubishi UFJ's price analysis, check to measure Mitsubishi UFJ'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 Mitsubishi UFJ is operating at the current time. Most of Mitsubishi UFJ's value examination focuses on studying past and present price action to predict the probability of Mitsubishi UFJ's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Mitsubishi UFJ's price. Additionally, you may evaluate how the addition of Mitsubishi UFJ to your portfolios can decrease your overall portfolio volatility.
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Is Mitsubishi UFJ'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 Mitsubishi UFJ. If investors know Mitsubishi 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 Mitsubishi UFJ 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 2.395 | Dividend Share 36.5 | Earnings Share 1.1 | Revenue Per Share 339.048 | Quarterly Revenue Growth 0.006 |
The market value of Mitsubishi UFJ Financial is measured differently than its book value, which is the value of Mitsubishi that is recorded on the company's balance sheet. Investors also form their own opinion of Mitsubishi UFJ's value that differs from its market value or its book value, called intrinsic value, which is Mitsubishi UFJ'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 Mitsubishi UFJ's market value can be influenced by many factors that don't directly affect Mitsubishi UFJ'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 Mitsubishi UFJ's value and its price as these two are different measures arrived at by different means. Investors typically determine if Mitsubishi UFJ is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Mitsubishi UFJ'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.