BusinessOn Communication Stock Forecast - Polynomial Regression

138580 Stock  KRW 15,850  210.00  1.31%   
The Polynomial Regression forecasted value of BusinessOn Communication Co on the next trading day is expected to be 16,231 with a mean absolute deviation of 197.33 and the sum of the absolute errors of 12,037. BusinessOn Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast BusinessOn Communication stock prices and determine the direction of BusinessOn Communication Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of BusinessOn Communication's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
BusinessOn Communication polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for BusinessOn Communication Co as well as the accuracy indicators are determined from the period prices.

BusinessOn Communication Polynomial Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Polynomial Regression forecasted value of BusinessOn Communication Co on the next trading day is expected to be 16,231 with a mean absolute deviation of 197.33, mean absolute percentage error of 87,418, and the sum of the absolute errors of 12,037.
Please note that although there have been many attempts to predict BusinessOn 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 BusinessOn Communication's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

BusinessOn Communication Stock Forecast Pattern

Backtest BusinessOn CommunicationBusinessOn Communication Price PredictionBuy or Sell Advice 

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 BusinessOn Communication stock data series using in forecasting. Note that when a statistical model is used to represent BusinessOn Communication 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 Criteria129.489
BiasArithmetic mean of the errors None
MADMean absolute deviation197.3279
MAPEMean absolute percentage error0.0129
SAESum of the absolute errors12037.0048
A single variable polynomial regression model attempts to put a curve through the BusinessOn Communication 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 BusinessOn Communication

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BusinessOn Communication. 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
15,85015,85015,850
Details
Intrinsic
Valuation
LowRealHigh
14,26517,82417,824
Details
Bollinger
Band Projection (param)
LowMiddleHigh
15,82015,85615,891
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as BusinessOn Communication. Your research has to be compared to or analyzed against BusinessOn Communication's peers to derive any actionable benefits. When done correctly, BusinessOn Communication'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 BusinessOn Communication.

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

BusinessOn Communication Market Strength Events

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

BusinessOn Communication Risk Indicators

The analysis of BusinessOn Communication'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 BusinessOn Communication's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting businesson 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.

Pair Trading with BusinessOn Communication

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if BusinessOn Communication position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in BusinessOn Communication will appreciate offsetting losses from the drop in the long position's value.

Moving together with BusinessOn Stock

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Moving against BusinessOn Stock

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  0.58303530 InnodepPairCorr
  0.57065370 WISE iTechPairCorr
The ability to find closely correlated positions to BusinessOn Communication could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace BusinessOn Communication when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back BusinessOn Communication - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling BusinessOn Communication Co to buy it.
The correlation of BusinessOn Communication is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as BusinessOn Communication moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if BusinessOn Communication moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for BusinessOn Communication can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in BusinessOn Stock

BusinessOn Communication financial ratios help investors to determine whether BusinessOn 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 BusinessOn with respect to the benefits of owning BusinessOn Communication security.