Celltrion Pharm Stock Forecast - Simple Moving Average
| 068760 Stock | KRW 62,400 900.00 1.46% |
The Simple Moving Average forecasted value of Celltrion Pharm on the next trading day is expected to be 62,400 with a mean absolute deviation of 1,533 and the sum of the absolute errors of 90,450. Celltrion Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Celltrion Pharm stock prices and determine the direction of Celltrion Pharm's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Celltrion Pharm's historical fundamentals, such as revenue growth or operating cash flow patterns.
Celltrion |
Celltrion Pharm Simple Moving Average Price Forecast For the 26th of December
Given 90 days horizon, the Simple Moving Average forecasted value of Celltrion Pharm on the next trading day is expected to be 62,400 with a mean absolute deviation of 1,533, mean absolute percentage error of 3,935,297, and the sum of the absolute errors of 90,450.Please note that although there have been many attempts to predict Celltrion 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 Celltrion Pharm's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Celltrion Pharm Stock Forecast Pattern
| Backtest Celltrion Pharm | Celltrion Pharm Price Prediction | Buy or Sell Advice |
Celltrion Pharm Forecasted Value
In the context of forecasting Celltrion Pharm'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. Celltrion Pharm's downside and upside margins for the forecasting period are 62,397 and 62,403, respectively. We have considered Celltrion Pharm'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.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Simple Moving Average forecasting method's relative quality and the estimations of the prediction error of Celltrion Pharm stock data series using in forecasting. Note that when a statistical model is used to represent Celltrion Pharm 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.| AIC | Akaike Information Criteria | 129.6202 |
| Bias | Arithmetic mean of the errors | 168.6441 |
| MAD | Mean absolute deviation | 1533.0508 |
| MAPE | Mean absolute percentage error | 0.0263 |
| SAE | Sum of the absolute errors | 90450.0 |
Predictive Modules for Celltrion Pharm
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Celltrion Pharm. 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.Other Forecasting Options for Celltrion Pharm
For every potential investor in Celltrion, whether a beginner or expert, Celltrion Pharm's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Celltrion Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Celltrion. Basic forecasting techniques help filter out the noise by identifying Celltrion Pharm's price trends.Celltrion Pharm 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 Celltrion Pharm stock to make a market-neutral strategy. Peer analysis of Celltrion Pharm could also be used in its relative valuation, which is a method of valuing Celltrion Pharm by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Celltrion Pharm 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 Celltrion Pharm'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 Celltrion Pharm's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Celltrion Pharm Market Strength Events
Market strength indicators help investors to evaluate how Celltrion Pharm stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Celltrion Pharm shares will generate the highest return on investment. By undertsting and applying Celltrion Pharm stock market strength indicators, traders can identify Celltrion Pharm entry and exit signals to maximize returns.
| Accumulation Distribution | 0.0442 | |||
| Daily Balance Of Power | 0.3214 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 61900.0 | |||
| Day Typical Price | 62066.67 | |||
| Market Facilitation Index | 2800.0 | |||
| Price Action Indicator | 950.0 | |||
| Period Momentum Indicator | 900.0 |
Celltrion Pharm Risk Indicators
The analysis of Celltrion Pharm'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 Celltrion Pharm's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting celltrion 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.
| Mean Deviation | 2.11 | |||
| Standard Deviation | 2.95 | |||
| Variance | 8.72 |
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 Celltrion Pharm
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 Celltrion Pharm 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 Celltrion Pharm will appreciate offsetting losses from the drop in the long position's value.Moving together with Celltrion Stock
Moving against Celltrion Stock
| 0.84 | 122870 | YG Entertainment | PairCorr |
| 0.79 | 041510 | SM Entertainment | PairCorr |
| 0.74 | 003535 | Hanwha InvestmentSecuri | PairCorr |
| 0.74 | 012330 | Hyundai Mobis | PairCorr |
| 0.65 | 032640 | LG Uplus | PairCorr |
The ability to find closely correlated positions to Celltrion Pharm could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Celltrion Pharm 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 Celltrion Pharm - 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 Celltrion Pharm to buy it.
The correlation of Celltrion Pharm 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 Celltrion Pharm moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Celltrion Pharm 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 Celltrion Pharm 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.Other Information on Investing in Celltrion Stock
Celltrion Pharm financial ratios help investors to determine whether Celltrion 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 Celltrion with respect to the benefits of owning Celltrion Pharm security.