PC Direct Stock Forecast - Simple Regression

051380 Stock  KRW 2,595  25.00  0.95%   
The Simple Regression forecasted value of PC Direct on the next trading day is expected to be 2,551 with a mean absolute deviation of 133.16 and the sum of the absolute errors of 8,123. 051380 Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast PC Direct stock prices and determine the direction of PC Direct's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of PC Direct'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 PC Direct 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.

PC Direct Simple Regression Price Forecast For the 3rd of December

Given 90 days horizon, the Simple Regression forecasted value of PC Direct on the next trading day is expected to be 2,551 with a mean absolute deviation of 133.16, mean absolute percentage error of 25,660, and the sum of the absolute errors of 8,123.
Please note that although there have been many attempts to predict 051380 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 PC Direct's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

PC Direct Stock Forecast Pattern

Backtest PC DirectPC Direct Price PredictionBuy or Sell Advice 

PC Direct Forecasted Value

In the context of forecasting PC Direct'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. PC Direct's downside and upside margins for the forecasting period are 2,546 and 2,556, respectively. We have considered PC Direct'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
2,595
2,551
Expected Value
2,556
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 PC Direct stock data series using in forecasting. Note that when a statistical model is used to represent PC Direct 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 Criteria128.2632
BiasArithmetic mean of the errors None
MADMean absolute deviation133.1583
MAPEMean absolute percentage error0.0528
SAESum of the absolute errors8122.6557
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 PC Direct 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 PC Direct

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PC Direct. 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
2,5902,5952,600
Details
Intrinsic
Valuation
LowRealHigh
2,1542,1592,854
Details
Bollinger
Band Projection (param)
LowMiddleHigh
2,2492,5852,921
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as PC Direct. Your research has to be compared to or analyzed against PC Direct's peers to derive any actionable benefits. When done correctly, PC Direct'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 PC Direct.

Other Forecasting Options for PC Direct

For every potential investor in 051380, whether a beginner or expert, PC Direct's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. 051380 Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in 051380. Basic forecasting techniques help filter out the noise by identifying PC Direct's price trends.

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

PC Direct 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 PC Direct'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 PC Direct's current price.

PC Direct Market Strength Events

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

PC Direct Risk Indicators

The analysis of PC Direct'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 PC Direct's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting 051380 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 PC Direct

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

Moving together with 051380 Stock

  0.64207940 Samsung BiologicsPairCorr
The ability to find closely correlated positions to PC Direct could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace PC Direct 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 PC Direct - 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 PC Direct to buy it.
The correlation of PC Direct 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 PC Direct moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if PC Direct 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 PC Direct 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 051380 Stock

PC Direct financial ratios help investors to determine whether 051380 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 051380 with respect to the benefits of owning PC Direct security.