CHOROKBAEM PANY Stock Forecast - Simple Regression

052300 Stock  KRW 343.00  3.00  0.88%   
The Simple Regression forecasted value of CHOROKBAEM PANY Co on the next trading day is expected to be 354.00 with a mean absolute deviation of 11.00 and the sum of the absolute errors of 681.90. CHOROKBAEM Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast CHOROKBAEM PANY stock prices and determine the direction of CHOROKBAEM PANY Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of CHOROKBAEM PANY's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through CHOROKBAEM PANY price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

CHOROKBAEM PANY Simple Regression Price Forecast For the 28th of November

Given 90 days horizon, the Simple Regression forecasted value of CHOROKBAEM PANY Co on the next trading day is expected to be 354.00 with a mean absolute deviation of 11.00, mean absolute percentage error of 154.93, and the sum of the absolute errors of 681.90.
Please note that although there have been many attempts to predict CHOROKBAEM 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 CHOROKBAEM PANY's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

CHOROKBAEM PANY Stock Forecast Pattern

Backtest CHOROKBAEM PANYCHOROKBAEM PANY Price PredictionBuy or Sell Advice 

CHOROKBAEM PANY Forecasted Value

In the context of forecasting CHOROKBAEM PANY'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. CHOROKBAEM PANY's downside and upside margins for the forecasting period are 352.43 and 355.58, respectively. We have considered CHOROKBAEM PANY'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
343.00
352.43
Downside
354.00
Expected Value
355.58
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of CHOROKBAEM PANY stock data series using in forecasting. Note that when a statistical model is used to represent CHOROKBAEM PANY 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 Criteria124.9913
BiasArithmetic mean of the errors None
MADMean absolute deviation10.9984
MAPEMean absolute percentage error0.0304
SAESum of the absolute errors681.902
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as CHOROKBAEM PANY Co historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for CHOROKBAEM PANY

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as CHOROKBAEM PANY. 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
341.42343.00344.58
Details
Intrinsic
Valuation
LowRealHigh
333.94335.52377.30
Details

Other Forecasting Options for CHOROKBAEM PANY

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

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

CHOROKBAEM PANY 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 CHOROKBAEM PANY'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 CHOROKBAEM PANY's current price.

CHOROKBAEM PANY Market Strength Events

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

CHOROKBAEM PANY Risk Indicators

The analysis of CHOROKBAEM PANY'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 CHOROKBAEM PANY's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting chorokbaem 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 CHOROKBAEM PANY

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 CHOROKBAEM PANY 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 CHOROKBAEM PANY will appreciate offsetting losses from the drop in the long position's value.
The ability to find closely correlated positions to CHOROKBAEM PANY could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace CHOROKBAEM PANY 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 CHOROKBAEM PANY - 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 CHOROKBAEM PANY Co to buy it.
The correlation of CHOROKBAEM PANY 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 CHOROKBAEM PANY moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if CHOROKBAEM PANY 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 CHOROKBAEM PANY 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 CHOROKBAEM Stock

CHOROKBAEM PANY financial ratios help investors to determine whether CHOROKBAEM 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 CHOROKBAEM with respect to the benefits of owning CHOROKBAEM PANY security.