Barunson Entertainment Stock Forecast - Simple Moving Average

035620 Stock  KRW 366.00  9.00  2.52%   
The Simple Moving Average forecasted value of Barunson Entertainment Arts on the next trading day is expected to be 366.00 with a mean absolute deviation of 7.83 and the sum of the absolute errors of 469.50. Barunson Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Barunson Entertainment stock prices and determine the direction of Barunson Entertainment Arts's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Barunson Entertainment's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A two period moving average forecast for Barunson Entertainment is based on an daily price series in which the stock price on a given day is replaced by the mean of that price and the preceding price. This model is best suited to price patterns experiencing average volatility.

Barunson Entertainment Simple Moving Average Price Forecast For the 12th of December 2024

Given 90 days horizon, the Simple Moving Average forecasted value of Barunson Entertainment Arts on the next trading day is expected to be 366.00 with a mean absolute deviation of 7.83, mean absolute percentage error of 134.71, and the sum of the absolute errors of 469.50.
Please note that although there have been many attempts to predict Barunson 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 Barunson Entertainment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Barunson Entertainment Stock Forecast Pattern

Backtest Barunson EntertainmentBarunson Entertainment Price PredictionBuy or Sell Advice 

Barunson Entertainment Forecasted Value

In the context of forecasting Barunson Entertainment'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. Barunson Entertainment's downside and upside margins for the forecasting period are 363.81 and 368.19, respectively. We have considered Barunson Entertainment'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
366.00
363.81
Downside
366.00
Expected Value
368.19
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Barunson Entertainment stock data series using in forecasting. Note that when a statistical model is used to represent Barunson Entertainment 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 Criteria121.1758
BiasArithmetic mean of the errors 2.8917
MADMean absolute deviation7.825
MAPEMean absolute percentage error0.0178
SAESum of the absolute errors469.5
The simple moving average model is conceptually a linear regression of the current value of Barunson Entertainment Arts price series against current and previous (unobserved) value of Barunson Entertainment. In time series analysis, the simple moving-average model is a very common approach for modeling univariate price series models including forecasting prices into the future

Predictive Modules for Barunson Entertainment

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Barunson Entertainment. 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
363.81366.00368.19
Details
Intrinsic
Valuation
LowRealHigh
305.25307.44402.60
Details
Bollinger
Band Projection (param)
LowMiddleHigh
375.44434.21492.97
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Barunson Entertainment. Your research has to be compared to or analyzed against Barunson Entertainment's peers to derive any actionable benefits. When done correctly, Barunson Entertainment'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 Barunson Entertainment.

Other Forecasting Options for Barunson Entertainment

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

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

Barunson Entertainment 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 Barunson Entertainment'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 Barunson Entertainment's current price.

Barunson Entertainment Market Strength Events

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

Barunson Entertainment Risk Indicators

The analysis of Barunson Entertainment'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 Barunson Entertainment's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting barunson 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 Barunson Entertainment

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 Barunson Entertainment 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 Barunson Entertainment will appreciate offsetting losses from the drop in the long position's value.

Moving together with Barunson Stock

  0.82336570 Daishin Balance No8PairCorr
  0.89332290 Daishin Balance NoPairCorr
  0.79027830 Daesung Private EquityPairCorr
The ability to find closely correlated positions to Barunson Entertainment could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Barunson Entertainment 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 Barunson Entertainment - 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 Barunson Entertainment Arts to buy it.
The correlation of Barunson Entertainment 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 Barunson Entertainment moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Barunson Entertainment 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 Barunson Entertainment 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 Barunson Stock

Barunson Entertainment financial ratios help investors to determine whether Barunson 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 Barunson with respect to the benefits of owning Barunson Entertainment security.