Dongbu Insurance Stock Forecast - Naive Prediction

005830 Stock   109,300  800.00  0.74%   
The Naive Prediction forecasted value of Dongbu Insurance Co on the next trading day is expected to be 113,668 with a mean absolute deviation of 1,616 and the sum of the absolute errors of 98,553. Dongbu Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Dongbu Insurance stock prices and determine the direction of Dongbu Insurance Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Dongbu Insurance's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Dongbu Insurance is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Dongbu Insurance Co value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Dongbu Insurance Naive Prediction Price Forecast For the 27th of November

Given 90 days horizon, the Naive Prediction forecasted value of Dongbu Insurance Co on the next trading day is expected to be 113,668 with a mean absolute deviation of 1,616, mean absolute percentage error of 4,179,096, and the sum of the absolute errors of 98,553.
Please note that although there have been many attempts to predict Dongbu 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 Dongbu Insurance's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Dongbu Insurance Stock Forecast Pattern

Backtest Dongbu InsuranceDongbu Insurance Price PredictionBuy or Sell Advice 

Dongbu Insurance Forecasted Value

In the context of forecasting Dongbu Insurance'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. Dongbu Insurance's downside and upside margins for the forecasting period are 113,665 and 113,670, respectively. We have considered Dongbu Insurance'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
109,300
113,665
Downside
113,668
Expected Value
113,670
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Dongbu Insurance stock data series using in forecasting. Note that when a statistical model is used to represent Dongbu Insurance 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 Criteria133.3561
BiasArithmetic mean of the errors None
MADMean absolute deviation1615.6244
MAPEMean absolute percentage error0.0145
SAESum of the absolute errors98553.0909
This model is not at all useful as a medium-long range forecasting tool of Dongbu Insurance Co. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Dongbu Insurance. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Dongbu Insurance

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Dongbu Insurance. 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
109,297109,300109,303
Details
Intrinsic
Valuation
LowRealHigh
92,67092,673120,230
Details
Bollinger
Band Projection (param)
LowMiddleHigh
102,296106,617110,938
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Dongbu Insurance. Your research has to be compared to or analyzed against Dongbu Insurance's peers to derive any actionable benefits. When done correctly, Dongbu Insurance'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 Dongbu Insurance.

Other Forecasting Options for Dongbu Insurance

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

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

Dongbu Insurance 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 Dongbu Insurance'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 Dongbu Insurance's current price.

Dongbu Insurance Market Strength Events

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

Dongbu Insurance Risk Indicators

The analysis of Dongbu Insurance'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 Dongbu Insurance's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting dongbu 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 Dongbu Insurance

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 Dongbu Insurance 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 Dongbu Insurance will appreciate offsetting losses from the drop in the long position's value.

Moving together with Dongbu Stock

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  0.7215480 Daewoo SBI SPACPairCorr
  0.67302430 InnometryPairCorr

Moving against Dongbu Stock

  0.38203650 Dream Security coPairCorr
The ability to find closely correlated positions to Dongbu Insurance could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Dongbu Insurance 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 Dongbu Insurance - 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 Dongbu Insurance Co to buy it.
The correlation of Dongbu Insurance 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 Dongbu Insurance moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Dongbu Insurance 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 Dongbu Insurance 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 Dongbu Stock

Dongbu Insurance financial ratios help investors to determine whether Dongbu 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 Dongbu with respect to the benefits of owning Dongbu Insurance security.