Mitsubishi UFJ Stock Forecast - Naive Prediction

MFZA Stock   10.90  0.10  0.91%   
The Naive Prediction forecasted value of Mitsubishi UFJ Financial on the next trading day is expected to be 10.80 with a mean absolute deviation of 0.15 and the sum of the absolute errors of 9.51. Mitsubishi Stock Forecast is based on your current time horizon.
  
A naive forecasting model for Mitsubishi UFJ is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Mitsubishi UFJ Financial value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Mitsubishi UFJ Naive Prediction Price Forecast For the 28th of November

Given 90 days horizon, the Naive Prediction forecasted value of Mitsubishi UFJ Financial on the next trading day is expected to be 10.80 with a mean absolute deviation of 0.15, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.51.
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 8.97 and 12.63, 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
10.90
10.80
Expected Value
12.63
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction 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 Criteria116.6942
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1534
MAPEMean absolute percentage error0.0159
SAESum of the absolute errors9.5086
This model is not at all useful as a medium-long range forecasting tool of Mitsubishi UFJ Financial. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Mitsubishi UFJ. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

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
9.0710.9012.73
Details
Intrinsic
Valuation
LowRealHigh
9.8112.9714.80
Details

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.

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
Explore Investing Ideas  

Additional 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.