POSCO Holdings Stock Forecast - Triple Exponential Smoothing

005490 Stock   282,500  13,000  4.40%   
The Triple Exponential Smoothing forecasted value of POSCO Holdings on the next trading day is expected to be 280,017 with a mean absolute deviation of 7,011 and the sum of the absolute errors of 413,654. POSCO Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast POSCO Holdings stock prices and determine the direction of POSCO Holdings's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of POSCO Holdings' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Triple exponential smoothing for POSCO Holdings - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When POSCO Holdings prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in POSCO Holdings price movement. However, neither of these exponential smoothing models address any seasonality of POSCO Holdings.

POSCO Holdings Triple Exponential Smoothing Price Forecast For the 30th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of POSCO Holdings on the next trading day is expected to be 280,017 with a mean absolute deviation of 7,011, mean absolute percentage error of 90,867,721, and the sum of the absolute errors of 413,654.
Please note that although there have been many attempts to predict POSCO 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 POSCO Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

POSCO Holdings Stock Forecast Pattern

Backtest POSCO HoldingsPOSCO Holdings Price PredictionBuy or Sell Advice 

POSCO Holdings Forecasted Value

In the context of forecasting POSCO Holdings' 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. POSCO Holdings' downside and upside margins for the forecasting period are 280,014 and 280,020, respectively. We have considered POSCO Holdings' 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
282,500
280,014
Downside
280,017
Expected Value
280,020
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of POSCO Holdings stock data series using in forecasting. Note that when a statistical model is used to represent POSCO Holdings 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 CriteriaHuge
BiasArithmetic mean of the errors -1546.0339
MADMean absolute deviation7011.0847
MAPEMean absolute percentage error0.0212
SAESum of the absolute errors413654.0
As with simple exponential smoothing, in triple exponential smoothing models past POSCO Holdings observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older POSCO Holdings observations.

Predictive Modules for POSCO Holdings

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as POSCO Holdings. 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
295,497295,500295,503
Details
Intrinsic
Valuation
LowRealHigh
263,547263,550325,050
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as POSCO Holdings. Your research has to be compared to or analyzed against POSCO Holdings' peers to derive any actionable benefits. When done correctly, POSCO Holdings' 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 POSCO Holdings.

Other Forecasting Options for POSCO Holdings

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

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

POSCO Holdings 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 POSCO Holdings' 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 POSCO Holdings' current price.

POSCO Holdings Market Strength Events

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

POSCO Holdings Risk Indicators

The analysis of POSCO Holdings' 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 POSCO Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting posco 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 POSCO Holdings

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

Moving together with POSCO Stock

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  0.7011170 Lotte Chemical CorpPairCorr
  0.83004020 Hyundai SteelPairCorr

Moving against POSCO Stock

  0.61032830 Samsung LifePairCorr
  0.57001430 SeAH BesteePairCorr
  0.53105560 KB Financial GroupPairCorr
  0.53024110 Industrial BankPairCorr
  0.47316140 Woori Financial GroupPairCorr
The ability to find closely correlated positions to POSCO Holdings could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace POSCO Holdings 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 POSCO Holdings - 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 POSCO Holdings to buy it.
The correlation of POSCO Holdings 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 POSCO Holdings moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if POSCO Holdings 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 POSCO Holdings 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

Additional Information and Resources on Investing in POSCO Stock

When determining whether POSCO Holdings offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of POSCO Holdings' financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Posco Holdings Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Posco Holdings Stock:
Check out Historical Fundamental Analysis of POSCO Holdings to cross-verify your projections.
For information on how to trade POSCO Stock refer to our How to Trade POSCO Stock guide.
You can also try the Pair Correlation module to compare performance and examine fundamental relationship between any two equity instruments.
Please note, there is a significant difference between POSCO Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if POSCO Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, POSCO Holdings' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.