Namyang Dairy Stock Forecast - Naive Prediction

003925 Stock   37,000  1,000.00  2.78%   
The Naive Prediction forecasted value of Namyang Dairy Products on the next trading day is expected to be 37,248 with a mean absolute deviation of 701.38 and the sum of the absolute errors of 43,486. Investors can use prediction functions to forecast Namyang Dairy's stock prices and determine the direction of Namyang Dairy Products's future trends based on various well-known forecasting models. However, exclusively looking at the historical price movement is usually misleading. We recommend always using this module together with an analysis of Namyang Dairy's historical fundamentals, such as revenue growth or operating cash flow patterns. Check out Trending Equities to better understand how to build diversified portfolios. Also, note that the market value of any company could be closely tied with the direction of predictive economic indicators such as signals in nation.
  
A naive forecasting model for Namyang Dairy is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Namyang Dairy Products 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.

Namyang Dairy Naive Prediction Price Forecast For the 29th of December

Given 90 days horizon, the Naive Prediction forecasted value of Namyang Dairy Products on the next trading day is expected to be 37,248 with a mean absolute deviation of 701.38, mean absolute percentage error of 685,918, and the sum of the absolute errors of 43,486.
Please note that although there have been many attempts to predict Namyang 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 Namyang Dairy's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Namyang Dairy Stock Forecast Pattern

Namyang Dairy Forecasted Value

In the context of forecasting Namyang Dairy'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. Namyang Dairy's downside and upside margins for the forecasting period are 37,246 and 37,250, respectively. We have considered Namyang Dairy'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
37,000
37,246
Downside
37,248
Expected Value
37,250
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 Namyang Dairy stock data series using in forecasting. Note that when a statistical model is used to represent Namyang Dairy 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 Criteria133.3869
BiasArithmetic mean of the errors None
MADMean absolute deviation701.3822
MAPEMean absolute percentage error0.0189
SAESum of the absolute errors43485.6957
This model is not at all useful as a medium-long range forecasting tool of Namyang Dairy Products. 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 Namyang Dairy. 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 Namyang Dairy

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Namyang Dairy Products. 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.
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Namyang Dairy. Your research has to be compared to or analyzed against Namyang Dairy's peers to derive any actionable benefits. When done correctly, Namyang Dairy'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 Namyang Dairy Products.

Other Forecasting Options for Namyang Dairy

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

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

Namyang Dairy Products 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 Namyang Dairy'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 Namyang Dairy's current price.

Namyang Dairy Market Strength Events

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

Namyang Dairy Risk Indicators

The analysis of Namyang Dairy'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 Namyang Dairy's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting namyang 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 Namyang Dairy

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 Namyang Dairy 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 Namyang Dairy will appreciate offsetting losses from the drop in the long position's value.

Moving against Namyang Stock

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  0.5005935 Samsung ElectronicsPairCorr
The ability to find closely correlated positions to Namyang Dairy could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Namyang Dairy 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 Namyang Dairy - 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 Namyang Dairy Products to buy it.
The correlation of Namyang Dairy 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 Namyang Dairy moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Namyang Dairy Products 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 Namyang Dairy 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