Pum Tech Stock Forecast - 4 Period Moving Average

A four-period moving average forecast model for Pum Tech Korea Co is based on an artificially constructed daily price series in which the value for a given day is replaced by the mean of that value and the values for four preceding and succeeding time periods. This model is best suited to forecast equities with high volatility.

Pum Tech 4 Period Moving Average Price Forecast For the 26th of December

Given 90 days horizon, the 4 Period Moving Average forecasted value of Pum Tech Korea Co on the next trading day is expected to be 41,600 with a mean absolute deviation of 1,342, mean absolute percentage error of 2,556,604, and the sum of the absolute errors of 76,488.

Pum Tech Stock Forecast Pattern

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Pum Tech Forecasted Value

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Pum Tech stock data series using in forecasting. Note that when a statistical model is used to represent Pum Tech 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. The four period moving average method has an advantage over other forecasting models in that it does smooth out peaks and troughs in a set of daily price observations of Pum Tech. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Pum Tech Korea Co and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Pum Tech

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pum Tech Korea. 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 Low Estimated High 41,647 41,650 41,653 Details

Intrinsic Valuation Low Real High 39,459 39,462 45,815 Details

Please note, it is not enough to conduct a financial or market analysis of a single entity such as Pum Tech. Your research has to be compared to or analyzed against Pum Tech's peers to derive any actionable benefits. When done correctly, Pum Tech'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 Pum Tech Korea.

Other Forecasting Options for Pum Tech

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

Pum Tech Related Equities

Risk & Return

Correlation

Pum Tech Korea 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 Pum Tech'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 Pum Tech's current price.

Pum Tech Market Strength Events

Pum Tech Risk Indicators

Pair Trading with Pum Tech

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

Other Information on Investing in Pum Stock