UBS Group Stock Forecast - Polynomial Regression

UBS
 Stock
  

USD 18.44  0.18  0.99%   

UBS Group Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast UBS Group historical stock prices and determine the direction of UBS Group AG'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 UBS Group historical fundamentals such as revenue growth or operating cash flow patterns. Although UBS Group naive historical forecasting may sometimes provide an important future outlook for the firm we recommend to always cross-verify it against solid analysis of UBS Group AG systematic risk associated with finding meaningful patterns of UBS Group fundamentals over time.
Also, please take a look at Historical Fundamental Analysis of UBS Group to cross-verify your projections.
  
UBS Group Total Assets are relatively stable at the moment as compared to the past year. UBS Group reported last year Total Assets of 1.08 Trillion. As of 12/01/2022, Cash and Equivalents is likely to grow to about 116.1 B, while Total Debt is likely to drop slightly above 91 B.

Open Interest Agains t 2022-12-16 UBS Group Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast UBS Group'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 UBS Group's options reflect these daily shifts, investors could use the patterns of these changes to develop long and short trading strategies UBS Group 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 UBS Group's open interest, investors have to compare it to UBS Group'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 UBS Group 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 UBS Group. 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 UBS Group 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 UBS Group's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets UBS Group's price structures and extracts relationships that further increase the generated results' accuracy.
UBS Group polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for UBS Group AG as well as the accuracy indicators are determined from the period prices.

UBS Group Polynomial Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of UBS Group AG on the next trading day is expected to be 19.10 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.32, and the sum of the absolute errors of 28.54.
Please note that although there have been many attempts to predict UBS Group 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 UBS Group's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

UBS Group Stock Forecast Pattern

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UBS Group Forecasted Value

In the context of forecasting UBS Group'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. UBS Group's downside and upside margins for the forecasting period are 16.55 and 21.65, respectively. We have considered UBS Group'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 18.44
19.10
Expected Value
21.65
Upside

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 UBS Group stock data series using in forecasting. Note that when a statistical model is used to represent UBS Group 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 Criteria116.9805
BiasArithmetic mean of the errors None
MADMean absolute deviation0.4679
MAPEMean absolute percentage error0.0289
SAESum of the absolute errors28.5391
A single variable polynomial regression model attempts to put a curve through the UBS Group historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for UBS Group

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as UBS Group AG. 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 UBS Group'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 UBS Group in the context of predictive analytics.
Hype
Prediction
LowEstimated ValueHigh
15.7518.3020.85
Details
Intrinsic
Valuation
LowReal ValueHigh
14.4617.0119.56
Details
Bollinger
Band Projection (param)
LowerMiddle BandUpper
13.4716.5619.64
Details
4 Analysts
Consensus
LowTarget PriceHigh
8.1613.6917.15
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as UBS Group. Your research has to be compared to or analyzed against UBS Group's peers to derive any actionable benefits. When done correctly, UBS Group'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 UBS Group AG.

Other Forecasting Options for UBS Group

For every potential investor in UBS Group, whether a beginner or expert, UBS Group's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. UBS Group Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in UBS Group. Basic forecasting techniques help filter out the noise by identifying UBS Group's price trends.

UBS Group 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 UBS Group stock to make a market-neutral strategy. Peer analysis of UBS Group could also be used in its relative valuation, which is a method of valuing UBS Group by comparing valuation metrics with similar companies.
Procter GambleAMN Healthcare ServicesTwist Bioscience CorpFreedom Holding CorpGlobal X NASDAQFRANKLIN MUTUAL EUROPEANBHP Group LimitedNatural Health TrendIShares MSCI USAAramark HoldingsVanguard Long-TermSeagate Technology PLCVistra Energy CorpExxon Mobil CorpSignature Bank
 Risk & Return  Correlation

UBS Group AG 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 UBS Group'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 UBS Group's current price.

UBS Group Market Strength Events

Market strength indicators help investors to evaluate how UBS Group stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading UBS Group shares will generate the highest return on investment. By undertsting and applying UBS Group stock market strength indicators, traders can identify UBS Group AG entry and exit signals to maximize returns.

UBS Group Risk Indicators

The analysis of UBS Group'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 UBS Group's investment and either accepting that risk or mitigating it. Along with some funamental techniques of forecasting UBS Group 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 UBS Group 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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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.
Also, please take a look at Historical Fundamental Analysis of UBS Group to cross-verify your projections. Note that the UBS Group AG information on this page should be used as a complementary analysis to other UBS Group'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 Premium Stories module to follow Macroaxis premium stories from verified contributors across different equity types, categories and coverage scope.

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When running UBS Group AG price analysis, check to measure UBS Group'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 UBS Group is operating at the current time. Most of UBS Group's value examination focuses on studying past and present price action to predict the probability of UBS Group's future price movements. You can analyze the entity against its peers and financial market as a whole to determine factors that move UBS Group's price. Additionally, you may evaluate how the addition of UBS Group to your portfolios can decrease your overall portfolio volatility.
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Is UBS Group'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 UBS Group. If investors know UBS Group 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 UBS Group 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 YOY
(0.18) 
Market Capitalization
58.7 B
Quarterly Revenue Growth YOY
(0.10) 
Return On Assets
0.0067
Return On Equity
0.13
The market value of UBS Group AG is measured differently than its book value, which is the value of UBS Group that is recorded on the company's balance sheet. Investors also form their own opinion of UBS Group's value that differs from its market value or its book value, called intrinsic value, which is UBS Group'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 UBS Group's market value can be influenced by many factors that don't directly affect UBS Group'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 UBS Group's value and its price as these two are different measures arrived at by different means. Investors typically determine UBS Group value by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, UBS Group'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.