Lotte Chemical Stock Forecast - Naive Prediction
| LOTCHEM Stock | 19.52 1.26 6.90% |
The Naive Prediction forecasted value of Lotte Chemical Pakistan on the next trading day is expected to be 20.75 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.80. Lotte Stock Forecast is based on your current time horizon.
Lotte |
Lotte Chemical Naive Prediction Price Forecast For the 27th of November
Given 90 days horizon, the Naive Prediction forecasted value of Lotte Chemical Pakistan on the next trading day is expected to be 20.75 with a mean absolute deviation of 0.31, mean absolute percentage error of 0.18, and the sum of the absolute errors of 18.80.Please note that although there have been many attempts to predict Lotte 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 Lotte Chemical's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Lotte Chemical Stock Forecast Pattern
| Backtest Lotte Chemical | Lotte Chemical Price Prediction | Buy or Sell Advice |
Lotte Chemical Forecasted Value
In the context of forecasting Lotte Chemical'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. Lotte Chemical's downside and upside margins for the forecasting period are 18.54 and 22.96, respectively. We have considered Lotte Chemical'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Lotte Chemical stock data series using in forecasting. Note that when a statistical model is used to represent Lotte Chemical 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 | 116.4195 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.3083 |
| MAPE | Mean absolute percentage error | 0.0176 |
| SAE | Sum of the absolute errors | 18.8043 |
Predictive Modules for Lotte Chemical
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Lotte Chemical Pakistan. 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 Lotte Chemical
For every potential investor in Lotte, whether a beginner or expert, Lotte Chemical's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Lotte Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Lotte. Basic forecasting techniques help filter out the noise by identifying Lotte Chemical's price trends.Lotte Chemical 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 Lotte Chemical stock to make a market-neutral strategy. Peer analysis of Lotte Chemical could also be used in its relative valuation, which is a method of valuing Lotte Chemical by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Lotte Chemical Pakistan 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 Lotte Chemical'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 Lotte Chemical's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Lotte Chemical Market Strength Events
Market strength indicators help investors to evaluate how Lotte Chemical stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Lotte Chemical shares will generate the highest return on investment. By undertsting and applying Lotte Chemical stock market strength indicators, traders can identify Lotte Chemical Pakistan entry and exit signals to maximize returns.
Lotte Chemical Risk Indicators
The analysis of Lotte Chemical'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 Lotte Chemical's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting lotte 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 | 1.2 | |||
| Semi Deviation | 1.71 | |||
| Standard Deviation | 2.18 | |||
| Variance | 4.77 | |||
| Downside Variance | 3.91 | |||
| Semi Variance | 2.93 | |||
| Expected Short fall | (1.40) |
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 Lotte Chemical
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 Lotte Chemical 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 Lotte Chemical will appreciate offsetting losses from the drop in the long position's value.Moving together with Lotte Stock
Moving against Lotte Stock
The ability to find closely correlated positions to Lotte Chemical could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Lotte Chemical 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 Lotte Chemical - 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 Lotte Chemical Pakistan to buy it.
The correlation of Lotte Chemical 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 Lotte Chemical moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Lotte Chemical Pakistan 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 Lotte Chemical 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 Lotte Stock
Lotte Chemical financial ratios help investors to determine whether Lotte 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 Lotte with respect to the benefits of owning Lotte Chemical security.