Carriesoft Stock Forecast - 4 Period Moving Average

317530 Stock  KRW 4,040  90.00  2.28%   
The 4 Period Moving Average forecasted value of Carriesoft Co on the next trading day is expected to be 4,014 with a mean absolute deviation of 155.47 and the sum of the absolute errors of 9,018. Carriesoft Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Carriesoft stock prices and determine the direction of Carriesoft Co's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Carriesoft's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A four-period moving average forecast model for Carriesoft 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.

Carriesoft 4 Period Moving Average Price Forecast For the 24th of November

Given 90 days horizon, the 4 Period Moving Average forecasted value of Carriesoft Co on the next trading day is expected to be 4,014 with a mean absolute deviation of 155.47, mean absolute percentage error of 40,733, and the sum of the absolute errors of 9,018.
Please note that although there have been many attempts to predict Carriesoft 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 Carriesoft's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Carriesoft Stock Forecast Pattern

Backtest CarriesoftCarriesoft Price PredictionBuy or Sell Advice 

Carriesoft Forecasted Value

In the context of forecasting Carriesoft'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. Carriesoft's downside and upside margins for the forecasting period are 4,010 and 4,017, respectively. We have considered Carriesoft'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
4,040
4,014
Expected Value
4,017
Upside

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 Carriesoft stock data series using in forecasting. Note that when a statistical model is used to represent Carriesoft 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 Criteria123.2117
BiasArithmetic mean of the errors -25.3017
MADMean absolute deviation155.4741
MAPEMean absolute percentage error0.0397
SAESum of the absolute errors9017.5
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 Carriesoft. However, it also has several disadvantages. In particular this model does not produce an actual prediction equation for Carriesoft Co and therefore, it cannot be a useful forecasting tool for medium or long range price predictions

Predictive Modules for Carriesoft

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Carriesoft. 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
4,0364,0404,044
Details
Intrinsic
Valuation
LowRealHigh
3,3353,3394,444
Details
Bollinger
Band Projection (param)
LowMiddleHigh
3,5834,1804,777
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Carriesoft. Your research has to be compared to or analyzed against Carriesoft's peers to derive any actionable benefits. When done correctly, Carriesoft'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 Carriesoft.

Other Forecasting Options for Carriesoft

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

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

Carriesoft 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 Carriesoft'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 Carriesoft's current price.

Carriesoft Market Strength Events

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

Carriesoft Risk Indicators

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

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

Moving together with Carriesoft Stock

  0.71352820 HYBEPairCorr
  0.78200350 RaemongRaeinPairCorr

Moving against Carriesoft Stock

  0.8310200 AniplusPairCorr
  0.74005935 Samsung ElectronicsPairCorr
  0.73005930 Samsung ElectronicsPairCorr
  0.68000270 Kia CorpPairCorr
  0.56225570 NH SPAC 8PairCorr
The ability to find closely correlated positions to Carriesoft could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Carriesoft 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 Carriesoft - 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 Carriesoft Co to buy it.
The correlation of Carriesoft 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 Carriesoft moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Carriesoft 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 Carriesoft 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 Carriesoft Stock

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