Croghan Bancshares OTC Stock Forecast - Polynomial Regression

CHBH Stock  USD 49.90  0.10  0.20%   
The Polynomial Regression forecasted value of Croghan Bancshares on the next trading day is expected to be 50.43 with a mean absolute deviation of 0.53 and the sum of the absolute errors of 32.60. Croghan OTC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Croghan Bancshares' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Croghan Bancshares polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Croghan Bancshares as well as the accuracy indicators are determined from the period prices.

Croghan Bancshares Polynomial Regression Price Forecast For the 2nd of December

Given 90 days horizon, the Polynomial Regression forecasted value of Croghan Bancshares on the next trading day is expected to be 50.43 with a mean absolute deviation of 0.53, mean absolute percentage error of 0.45, and the sum of the absolute errors of 32.60.
Please note that although there have been many attempts to predict Croghan OTC 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 Croghan Bancshares' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Croghan Bancshares OTC Stock Forecast Pattern

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Croghan Bancshares Forecasted Value

In the context of forecasting Croghan Bancshares' OTC 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. Croghan Bancshares' downside and upside margins for the forecasting period are 49.34 and 51.52, respectively. We have considered Croghan Bancshares' 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
49.90
50.43
Expected Value
51.52
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 Croghan Bancshares otc stock data series using in forecasting. Note that when a statistical model is used to represent Croghan Bancshares otc 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 Criteria117.3228
BiasArithmetic mean of the errors None
MADMean absolute deviation0.5344
MAPEMean absolute percentage error0.0114
SAESum of the absolute errors32.6001
A single variable polynomial regression model attempts to put a curve through the Croghan Bancshares 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 Croghan Bancshares

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Croghan Bancshares. Regardless of method or technology, however, to accurately forecast the otc stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the otc 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
48.8149.9050.99
Details
Intrinsic
Valuation
LowRealHigh
47.6248.7154.89
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Croghan Bancshares. Your research has to be compared to or analyzed against Croghan Bancshares' peers to derive any actionable benefits. When done correctly, Croghan Bancshares' 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 Croghan Bancshares.

Other Forecasting Options for Croghan Bancshares

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

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

Croghan Bancshares Technical and Predictive Analytics

The otc stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Croghan Bancshares' 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 Croghan Bancshares' current price.

Croghan Bancshares Market Strength Events

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

Croghan Bancshares Risk Indicators

The analysis of Croghan Bancshares' 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 Croghan Bancshares' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting croghan otc 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.

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Other Information on Investing in Croghan OTC Stock

Croghan Bancshares financial ratios help investors to determine whether Croghan OTC Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Croghan with respect to the benefits of owning Croghan Bancshares security.