ICC Holdings Stock Forecast - Polynomial Regression

ICCH Stock  USD 23.07  0.00  0.00%   
The Polynomial Regression forecasted value of ICC Holdings on the next trading day is expected to be 23.03 with a mean absolute deviation of 0.07 and the sum of the absolute errors of 4.04. ICC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of ICC Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
The ICC Holdings' current Receivables Turnover is estimated to increase to 1.99, while Inventory Turnover is projected to decrease to (107.94). . The current Common Stock Shares Outstanding is estimated to decrease to about 2.6 M. The ICC Holdings' current Net Loss is estimated to increase to about (514.9 K).
ICC Holdings polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for ICC Holdings as well as the accuracy indicators are determined from the period prices.

ICC Holdings Polynomial Regression Price Forecast For the 23rd of November

Given 90 days horizon, the Polynomial Regression forecasted value of ICC Holdings on the next trading day is expected to be 23.03 with a mean absolute deviation of 0.07, mean absolute percentage error of 0.01, and the sum of the absolute errors of 4.04.
Please note that although there have been many attempts to predict ICC 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 ICC Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

ICC Holdings Stock Forecast Pattern

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ICC Holdings Forecasted Value

In the context of forecasting ICC Holdings' 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. ICC Holdings' downside and upside margins for the forecasting period are 22.57 and 23.48, respectively. We have considered ICC Holdings' 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
23.07
23.03
Expected Value
23.48
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 ICC Holdings stock data series using in forecasting. Note that when a statistical model is used to represent ICC Holdings 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 Criteria114.9642
BiasArithmetic mean of the errors None
MADMean absolute deviation0.0651
MAPEMean absolute percentage error0.0028
SAESum of the absolute errors4.0358
A single variable polynomial regression model attempts to put a curve through the ICC Holdings 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 ICC Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as ICC Holdings. 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 ICC Holdings' 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
22.6223.0723.52
Details
Intrinsic
Valuation
LowRealHigh
21.7022.1525.38
Details
Bollinger
Band Projection (param)
LowMiddleHigh
22.9723.0723.17
Details

Other Forecasting Options for ICC Holdings

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

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

ICC Holdings 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 ICC Holdings' 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 ICC Holdings' current price.

ICC Holdings Market Strength Events

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

ICC Holdings Risk Indicators

The analysis of ICC Holdings' 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 ICC Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting icc 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 ICC Holdings offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of ICC Holdings' 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 Icc Holdings Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Icc Holdings Stock:
Check out Historical Fundamental Analysis of ICC Holdings to cross-verify your projections.
For more detail on how to invest in ICC Stock please use our How to Invest in ICC Holdings guide.
You can also try the Sectors module to list of equity sectors categorizing publicly traded companies based on their primary business activities.
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 ICC Holdings. If investors know ICC 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 ICC Holdings 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
0.415
Earnings Share
2.16
Revenue Per Share
31.33
Quarterly Revenue Growth
0.233
Return On Assets
0.024
The market value of ICC Holdings is measured differently than its book value, which is the value of ICC that is recorded on the company's balance sheet. Investors also form their own opinion of ICC Holdings' value that differs from its market value or its book value, called intrinsic value, which is ICC Holdings' 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 ICC Holdings' market value can be influenced by many factors that don't directly affect ICC Holdings' 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 ICC Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if ICC Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, ICC Holdings' 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.