KLEA HOLDING Stock Forecast - Double Exponential Smoothing
| ALKLH Stock | 0.17 0.00 0.00% |
KLEA |
KLEA HOLDING Double Exponential Smoothing Price Forecast For the 26th of November
Given 90 days horizon, the Double Exponential Smoothing forecasted value of KLEA HOLDING on the next trading day is expected to be 0.17 with a mean absolute deviation of 0, mean absolute percentage error of 0.000085, and the sum of the absolute errors of 0.24.Please note that although there have been many attempts to predict KLEA 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 KLEA HOLDING's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
KLEA HOLDING Stock Forecast Pattern
KLEA HOLDING Forecasted Value
In the context of forecasting KLEA HOLDING'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. KLEA HOLDING's downside and upside margins for the forecasting period are 0 and 4.70, respectively. We have considered KLEA HOLDING'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 Double Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of KLEA HOLDING stock data series using in forecasting. Note that when a statistical model is used to represent KLEA HOLDING 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 | Huge |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0041 |
| MAPE | Mean absolute percentage error | 0.0197 |
| SAE | Sum of the absolute errors | 0.24 |
Predictive Modules for KLEA HOLDING
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as KLEA HOLDING. 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.Please note, it is not enough to conduct a financial or market analysis of a single entity such as KLEA HOLDING. Your research has to be compared to or analyzed against KLEA HOLDING's peers to derive any actionable benefits. When done correctly, KLEA HOLDING'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 KLEA HOLDING.Other Forecasting Options for KLEA HOLDING
For every potential investor in KLEA, whether a beginner or expert, KLEA HOLDING's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. KLEA Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in KLEA. Basic forecasting techniques help filter out the noise by identifying KLEA HOLDING's price trends.KLEA HOLDING 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 KLEA HOLDING stock to make a market-neutral strategy. Peer analysis of KLEA HOLDING could also be used in its relative valuation, which is a method of valuing KLEA HOLDING by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
KLEA HOLDING 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 KLEA HOLDING'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 KLEA HOLDING's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
KLEA HOLDING Market Strength Events
Market strength indicators help investors to evaluate how KLEA HOLDING stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading KLEA HOLDING shares will generate the highest return on investment. By undertsting and applying KLEA HOLDING stock market strength indicators, traders can identify KLEA HOLDING entry and exit signals to maximize returns.
| Accumulation Distribution | 0.0588 | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 0.17 | |||
| Day Typical Price | 0.17 | |||
| Market Facilitation Index | 0.01 | |||
| Price Action Indicator | 0.005 | |||
| Relative Strength Index | 28.95 |
KLEA HOLDING Risk Indicators
The analysis of KLEA HOLDING'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 KLEA HOLDING's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting klea 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 | 2.06 | |||
| Semi Deviation | 2.74 | |||
| Standard Deviation | 4.56 | |||
| Variance | 20.76 | |||
| Downside Variance | 47.45 | |||
| Semi Variance | 7.53 | |||
| Expected Short fall | (7.66) |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Tools for KLEA Stock Analysis
When running KLEA HOLDING's price analysis, check to measure KLEA HOLDING's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy KLEA HOLDING is operating at the current time. Most of KLEA HOLDING's value examination focuses on studying past and present price action to predict the probability of KLEA HOLDING's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move KLEA HOLDING's price. Additionally, you may evaluate how the addition of KLEA HOLDING to your portfolios can decrease your overall portfolio volatility.