Hanover Insurance Stock Forecast - Simple Regression

THG Stock  USD 163.60  0.86  0.53%   
The Simple Regression forecasted value of The Hanover Insurance on the next trading day is expected to be 160.37 with a mean absolute deviation of 3.01 and the sum of the absolute errors of 183.37. Hanover Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Hanover Insurance's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The Hanover Insurance's current Receivables Turnover is estimated to increase to 3.92, while Payables Turnover is projected to decrease to (0.26). . The Hanover Insurance's current Common Stock Shares Outstanding is estimated to increase to about 38.3 M. The Hanover Insurance's current Net Income Applicable To Common Shares is estimated to increase to about 220.3 M.
Simple Regression model is a single variable regression model that attempts to put a straight line through Hanover Insurance 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.

Hanover Insurance Simple Regression Price Forecast For the 26th of November

Given 90 days horizon, the Simple Regression forecasted value of The Hanover Insurance on the next trading day is expected to be 160.37 with a mean absolute deviation of 3.01, mean absolute percentage error of 13.12, and the sum of the absolute errors of 183.37.
Please note that although there have been many attempts to predict Hanover 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 Hanover Insurance's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Hanover Insurance Stock Forecast Pattern

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Hanover Insurance Forecasted Value

In the context of forecasting Hanover Insurance'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. Hanover Insurance's downside and upside margins for the forecasting period are 159.06 and 161.69, respectively. We have considered Hanover Insurance'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
163.60
159.06
Downside
160.37
Expected Value
161.69
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 Hanover Insurance stock data series using in forecasting. Note that when a statistical model is used to represent Hanover Insurance 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 Criteria120.6849
BiasArithmetic mean of the errors None
MADMean absolute deviation3.0061
MAPEMean absolute percentage error0.0197
SAESum of the absolute errors183.3748
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 The Hanover Insurance 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 Hanover Insurance

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Hanover Insurance. 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
162.68163.99165.30
Details
Intrinsic
Valuation
LowRealHigh
157.59158.90179.96
Details
Bollinger
Band Projection (param)
LowMiddleHigh
160.47162.84165.22
Details
6 Analysts
Consensus
LowTargetHigh
118.60130.33144.67
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Hanover Insurance. Your research has to be compared to or analyzed against Hanover Insurance's peers to derive any actionable benefits. When done correctly, Hanover Insurance'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 Hanover Insurance.

Other Forecasting Options for Hanover Insurance

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

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 Risk & Return  Correlation

Hanover Insurance 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 Hanover Insurance'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 Hanover Insurance's current price.

Hanover Insurance Market Strength Events

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

Hanover Insurance Risk Indicators

The analysis of Hanover Insurance'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 Hanover Insurance's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hanover 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.

Currently Active Assets on Macroaxis

When determining whether Hanover Insurance is a strong investment it is important to analyze Hanover Insurance'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 Hanover Insurance's future performance. For an informed investment choice regarding Hanover Stock, refer to the following important reports:
Is Property & Casualty Insurance 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 Hanover Insurance. If investors know Hanover 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 Hanover Insurance 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
10.656
Dividend Share
3.4
Earnings Share
10.09
Revenue Per Share
172.438
Quarterly Revenue Growth
0.032
The market value of Hanover Insurance is measured differently than its book value, which is the value of Hanover that is recorded on the company's balance sheet. Investors also form their own opinion of Hanover Insurance's value that differs from its market value or its book value, called intrinsic value, which is Hanover Insurance'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 Hanover Insurance's market value can be influenced by many factors that don't directly affect Hanover Insurance'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 Hanover Insurance's value and its price as these two are different measures arrived at by different means. Investors typically determine if Hanover Insurance is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Hanover Insurance'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.