Mitsubishi UFJ Stock Forecast - Simple Regression

M1UF34 Stock  BRL 68.88  0.91  1.34%   
The Simple Regression forecasted value of Mitsubishi UFJ Financial on the next trading day is expected to be 66.98 with a mean absolute deviation of 2.01 and the sum of the absolute errors of 122.34. 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.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Mitsubishi UFJ 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.

Mitsubishi UFJ Simple Regression Price Forecast For the 29th of November

Given 90 days horizon, the Simple Regression forecasted value of Mitsubishi UFJ Financial on the next trading day is expected to be 66.98 with a mean absolute deviation of 2.01, mean absolute percentage error of 5.72, and the sum of the absolute errors of 122.34.
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

Backtest Mitsubishi UFJMitsubishi UFJ Price PredictionBuy or Sell Advice 

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 65.18 and 68.78, 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.
Market Value
68.88
66.98
Expected Value
68.78
Upside

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 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.
AICAkaike Information Criteria119.8544
BiasArithmetic mean of the errors None
MADMean absolute deviation2.0056
MAPEMean absolute percentage error0.0335
SAESum of the absolute errors122.3436
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Mitsubishi UFJ Financial historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

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.
Hype
Prediction
LowEstimatedHigh
67.0868.8870.68
Details
Intrinsic
Valuation
LowRealHigh
53.2555.0575.77
Details
Bollinger
Band Projection (param)
LowMiddleHigh
64.8067.5470.29
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Mitsubishi UFJ. Your research has to be compared to or analyzed against Mitsubishi UFJ's peers to derive any actionable benefits. When done correctly, Mitsubishi UFJ's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in Mitsubishi UFJ Financial.

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.

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.
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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Information and Resources on Investing in Mitsubishi Stock

When determining whether Mitsubishi UFJ Financial is a strong investment it is important to analyze Mitsubishi UFJ'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 Mitsubishi UFJ's future performance. For an informed investment choice regarding Mitsubishi Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Mitsubishi UFJ to cross-verify your projections.
You can also try the Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..
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.