Heritage Insurance Stock Forecast - Double Exponential Smoothing

HRTG Stock  USD 12.43  0.06  0.48%   
The Double Exponential Smoothing forecasted value of Heritage Insurance Hldgs on the next trading day is expected to be 12.49 with a mean absolute deviation of 0.47 and the sum of the absolute errors of 28.38. Heritage Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Heritage Insurance's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
At this time, Heritage Insurance's Receivables Turnover is most likely to decrease significantly in the upcoming years. The Heritage Insurance's current Fixed Asset Turnover is estimated to increase to 22.31, while Asset Turnover is projected to decrease to 0.25. . The current Common Stock Shares Outstanding is estimated to decrease to about 22.3 M. The Heritage Insurance's current Net Loss is estimated to increase to about (132 M).
Double exponential smoothing - also known as Holt exponential smoothing is a refinement of the popular simple exponential smoothing model with an additional trending component. Double exponential smoothing model for Heritage Insurance works best with periods where there are trends or seasonality.

Heritage Insurance Double Exponential Smoothing Price Forecast For the 28th of November

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Heritage Insurance Hldgs on the next trading day is expected to be 12.49 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.58, and the sum of the absolute errors of 28.38.
Please note that although there have been many attempts to predict Heritage 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 Heritage Insurance's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Heritage Insurance Stock Forecast Pattern

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Heritage Insurance Forecasted Value

In the context of forecasting Heritage 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. Heritage Insurance's downside and upside margins for the forecasting period are 6.93 and 18.05, respectively. We have considered Heritage 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
12.43
12.49
Expected Value
18.05
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Heritage Insurance stock data series using in forecasting. Note that when a statistical model is used to represent Heritage 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 CriteriaHuge
BiasArithmetic mean of the errors 0.0672
MADMean absolute deviation0.473
MAPEMean absolute percentage error0.0393
SAESum of the absolute errors28.3821
When Heritage Insurance Hldgs prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any Heritage Insurance Hldgs trend in the prices. So in double exponential smoothing past observations are given exponentially smaller weights as the observations get older. In other words, recent Heritage Insurance observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Heritage 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 Heritage Insurance Hldgs. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Heritage Insurance'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.
Hype
Prediction
LowEstimatedHigh
6.8812.4418.00
Details
Intrinsic
Valuation
LowRealHigh
3.919.4715.03
Details
3 Analysts
Consensus
LowTargetHigh
5.676.236.92
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.280.320.35
Details

Other Forecasting Options for Heritage Insurance

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

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

Heritage Insurance Hldgs 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 Heritage 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 Heritage Insurance's current price.

Heritage Insurance Market Strength Events

Market strength indicators help investors to evaluate how Heritage 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 Heritage Insurance shares will generate the highest return on investment. By undertsting and applying Heritage Insurance stock market strength indicators, traders can identify Heritage Insurance Hldgs entry and exit signals to maximize returns.

Heritage Insurance Risk Indicators

The analysis of Heritage 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 Heritage Insurance's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting heritage 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 Heritage Insurance Hldgs is a strong investment it is important to analyze Heritage 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 Heritage Insurance's future performance. For an informed investment choice regarding Heritage Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Heritage Insurance to cross-verify your projections.
You can also try the ETF Categories module to list of ETF categories grouped based on various criteria, such as the investment strategy or type of investments.
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 Heritage Insurance. If investors know Heritage 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 Heritage 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
1.033
Earnings Share
2.53
Revenue Per Share
26.755
Quarterly Revenue Growth
0.137
Return On Assets
0.0259
The market value of Heritage Insurance Hldgs is measured differently than its book value, which is the value of Heritage that is recorded on the company's balance sheet. Investors also form their own opinion of Heritage Insurance's value that differs from its market value or its book value, called intrinsic value, which is Heritage 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 Heritage Insurance's market value can be influenced by many factors that don't directly affect Heritage 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 Heritage Insurance's value and its price as these two are different measures arrived at by different means. Investors typically determine if Heritage Insurance is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Heritage 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.