Argo Group Stock Forecast - Double Exponential Smoothing

ARGD Stock  USD 22.08  0.24  1.10%   
The Double Exponential Smoothing forecasted value of Argo Group 65 on the next trading day is expected to be 22.13 with a mean absolute deviation of 0.10 and the sum of the absolute errors of 6.18. Argo Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Argo Group stock prices and determine the direction of Argo Group 65's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Argo Group's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The current year's Asset Turnover is expected to grow to 0.21, whereas Receivables Turnover is forecasted to decline to 31.40. . As of December 1, 2024, Common Stock Shares Outstanding is expected to decline to about 26.7 M. The current year's Net Loss is expected to grow to about (50.2 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 Argo Group works best with periods where there are trends or seasonality.

Argo Group Double Exponential Smoothing Price Forecast For the 2nd of December

Given 90 days horizon, the Double Exponential Smoothing forecasted value of Argo Group 65 on the next trading day is expected to be 22.13 with a mean absolute deviation of 0.10, mean absolute percentage error of 0.02, and the sum of the absolute errors of 6.18.
Please note that although there have been many attempts to predict Argo 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 Argo Group's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Argo Group Stock Forecast Pattern

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Argo Group Forecasted Value

In the context of forecasting Argo 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. Argo Group's downside and upside margins for the forecasting period are 21.47 and 22.78, respectively. We have considered Argo 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
22.08
22.13
Expected Value
22.78
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 Argo Group stock data series using in forecasting. Note that when a statistical model is used to represent Argo 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 CriteriaHuge
BiasArithmetic mean of the errors -6.0E-4
MADMean absolute deviation0.1048
MAPEMean absolute percentage error0.0048
SAESum of the absolute errors6.1838
When Argo Group 65 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 Argo Group 65 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 Argo Group observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Argo 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 Argo Group 65. 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
21.4322.0822.73
Details
Intrinsic
Valuation
LowRealHigh
20.2120.8624.29
Details
Bollinger
Band Projection (param)
LowMiddleHigh
21.4121.7822.14
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Argo Group. Your research has to be compared to or analyzed against Argo Group's peers to derive any actionable benefits. When done correctly, Argo Group'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 Argo Group 65.

Other Forecasting Options for Argo Group

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

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

Argo Group 65 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 Argo 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 Argo Group's current price.

Argo Group Market Strength Events

Market strength indicators help investors to evaluate how Argo 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 Argo Group shares will generate the highest return on investment. By undertsting and applying Argo Group stock market strength indicators, traders can identify Argo Group 65 entry and exit signals to maximize returns.

Argo Group Risk Indicators

The analysis of Argo Group'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 Argo Group's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting argo 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 Argo Group 65 is a strong investment it is important to analyze Argo Group'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 Argo Group's future performance. For an informed investment choice regarding Argo Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of Argo Group to cross-verify your projections.
You can also try the Global Markets Map module to get a quick overview of global market snapshot using zoomable world map. Drill down to check world indexes.
Is Oil & Gas Exploration & Production 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 Argo Group. If investors know Argo 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 Argo Group 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 Argo Group 65 is measured differently than its book value, which is the value of Argo that is recorded on the company's balance sheet. Investors also form their own opinion of Argo Group's value that differs from its market value or its book value, called intrinsic value, which is Argo 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 Argo Group's market value can be influenced by many factors that don't directly affect Argo 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 Argo Group's value and its price as these two are different measures arrived at by different means. Investors typically determine if Argo Group is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Argo 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.