Unum Stock Forecast - Simple Regression

UNMA Stock  USD 23.32  0.08  0.34%   
The Simple Regression forecasted value of Unum Group on the next trading day is expected to be 23.13 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.81. Unum Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Unum stock prices and determine the direction of Unum Group's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Unum's historical fundamentals, such as revenue growth or operating cash flow patterns.
At this time, the value of RSI of Unum's share price is approaching 48. This usually implies that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Unum, making its price go up or down.

Momentum 48

 Impartial

 
Oversold
 
Overbought
The successful prediction of Unum's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Unum Group, which may create opportunities for some arbitrage if properly timed.
Using Unum hype-based prediction, you can estimate the value of Unum Group from the perspective of Unum response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Unum Group on the next trading day is expected to be 23.13 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.81.

Unum after-hype prediction price

    
  USD 23.32  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Unum to cross-verify your projections.

Unum Additional Predictive Modules

Most predictive techniques to examine Unum price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Unum using various technical indicators. When you analyze Unum charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Simple Regression model is a single variable regression model that attempts to put a straight line through Unum 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.

Unum Simple Regression Price Forecast For the 10th of January

Given 90 days horizon, the Simple Regression forecasted value of Unum Group on the next trading day is expected to be 23.13 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.03, and the sum of the absolute errors of 9.81.
Please note that although there have been many attempts to predict Unum 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 Unum's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Unum Stock Forecast Pattern

Backtest UnumUnum Price PredictionBuy or Sell Advice 

Unum Forecasted Value

In the context of forecasting Unum'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. Unum's downside and upside margins for the forecasting period are 22.63 and 23.62, respectively. We have considered Unum'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
23.32
23.13
Expected Value
23.62
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 Unum stock data series using in forecasting. Note that when a statistical model is used to represent Unum 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 Criteria116.5721
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1583
MAPEMean absolute percentage error0.0067
SAESum of the absolute errors9.8137
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 Unum Group 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 Unum

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Unum Group. 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
22.8323.3223.81
Details
Intrinsic
Valuation
LowRealHigh
22.9223.4123.90
Details
Bollinger
Band Projection (param)
LowMiddleHigh
22.9123.2523.59
Details

Other Forecasting Options for Unum

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

Unum 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 Unum stock to make a market-neutral strategy. Peer analysis of Unum could also be used in its relative valuation, which is a method of valuing Unum by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Unum Group 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 Unum'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 Unum's current price.

Unum Market Strength Events

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

Unum Risk Indicators

The analysis of Unum'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 Unum's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting unum 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.
When determining whether Unum Group offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Unum's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Unum Group Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Unum Group Stock:
Check out Historical Fundamental Analysis of Unum to cross-verify your projections.
You can also try the Equity Search module to search for actively traded equities including funds and ETFs from over 30 global markets.
Is Stock space 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 Unum. If investors know Unum 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 Unum 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 Unum Group is measured differently than its book value, which is the value of Unum that is recorded on the company's balance sheet. Investors also form their own opinion of Unum's value that differs from its market value or its book value, called intrinsic value, which is Unum'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 Unum's market value can be influenced by many factors that don't directly affect Unum'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 Unum's value and its price as these two are different measures arrived at by different means. Investors typically determine if Unum is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Unum'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.