MSC Stock Forecast - Naive Prediction

009780 Stock  KRW 5,560  170.00  2.97%   
The Naive Prediction forecasted value of MSC Co on the next trading day is expected to be 5,514 with a mean absolute deviation of 169.11 and the sum of the absolute errors of 10,315. MSC Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast MSC stock prices and determine the direction of MSC Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of MSC's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for MSC is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of MSC 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.

MSC Naive Prediction Price Forecast For the 1st of December

Given 90 days horizon, the Naive Prediction forecasted value of MSC Co on the next trading day is expected to be 5,514 with a mean absolute deviation of 169.11, mean absolute percentage error of 65,635, and the sum of the absolute errors of 10,315.
Please note that although there have been many attempts to predict MSC 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 MSC's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

MSC Stock Forecast Pattern

Backtest MSCMSC Price PredictionBuy or Sell Advice 

MSC Forecasted Value

In the context of forecasting MSC'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. MSC's downside and upside margins for the forecasting period are 5,509 and 5,518, respectively. We have considered MSC'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
5,560
5,514
Expected Value
5,518
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 MSC stock data series using in forecasting. Note that when a statistical model is used to represent MSC 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 Criteria129.2024
BiasArithmetic mean of the errors None
MADMean absolute deviation169.1062
MAPEMean absolute percentage error0.0307
SAESum of the absolute errors10315.4786
This model is not at all useful as a medium-long range forecasting tool of MSC 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 MSC. 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 MSC

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as MSC Co. 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
5,5555,5605,565
Details
Intrinsic
Valuation
LowRealHigh
4,7364,7416,116
Details
Bollinger
Band Projection (param)
LowMiddleHigh
5,4005,7086,016
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as MSC. Your research has to be compared to or analyzed against MSC's peers to derive any actionable benefits. When done correctly, MSC'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 MSC Co.

Other Forecasting Options for MSC

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

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

MSC Co 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 MSC'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 MSC's current price.

MSC Market Strength Events

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

MSC Risk Indicators

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

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

Moving against MSC Stock

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  0.49005935 Samsung ElectronicsPairCorr
  0.47005930 Samsung ElectronicsPairCorr
  0.36005490 POSCO HoldingsPairCorr
  0.32001230 Dongkuk Steel MillPairCorr
The ability to find closely correlated positions to MSC could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace MSC 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 MSC - 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 MSC Co to buy it.
The correlation of MSC 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 MSC moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if MSC Co 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 MSC 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 MSC Stock

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