BioSmart CoLtd Stock Forecast - Triple Exponential Smoothing
| 038460 Stock | KRW 4,635 105.00 2.32% |
The Triple Exponential Smoothing forecasted value of BioSmart CoLtd on the next trading day is expected to be 4,615 with a mean absolute deviation of 200.51 and the sum of the absolute errors of 11,830. BioSmart Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast BioSmart CoLtd stock prices and determine the direction of BioSmart CoLtd's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of BioSmart CoLtd's historical fundamentals, such as revenue growth or operating cash flow patterns.
BioSmart |
Most investors in BioSmart CoLtd cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the BioSmart CoLtd's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets BioSmart CoLtd's price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for BioSmart CoLtd - 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 BioSmart CoLtd 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 BioSmart CoLtd price movement. However, neither of these exponential smoothing models address any seasonality of BioSmart CoLtd. BioSmart CoLtd Triple Exponential Smoothing Price Forecast For the 11th of June 2024
Given 90 days horizon, the Triple Exponential Smoothing forecasted value of BioSmart CoLtd on the next trading day is expected to be 4,615 with a mean absolute deviation of 200.51, mean absolute percentage error of 105,832, and the sum of the absolute errors of 11,830.Please note that although there have been many attempts to predict BioSmart 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 BioSmart CoLtd's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
BioSmart CoLtd Stock Forecast Pattern
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BioSmart CoLtd Forecasted Value
In the context of forecasting BioSmart CoLtd'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. BioSmart CoLtd's downside and upside margins for the forecasting period are 4,608 and 4,622, respectively. We have considered BioSmart CoLtd'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 Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of BioSmart CoLtd stock data series using in forecasting. Note that when a statistical model is used to represent BioSmart CoLtd 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 | -39.322 |
| MAD | Mean absolute deviation | 200.5085 |
| MAPE | Mean absolute percentage error | 0.0393 |
| SAE | Sum of the absolute errors | 11830.0 |
Predictive Modules for BioSmart CoLtd
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BioSmart CoLtd. 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.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of BioSmart CoLtd's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for BioSmart CoLtd
For every potential investor in BioSmart, whether a beginner or expert, BioSmart CoLtd's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. BioSmart Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in BioSmart. Basic forecasting techniques help filter out the noise by identifying BioSmart CoLtd's price trends.BioSmart CoLtd 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 BioSmart CoLtd stock to make a market-neutral strategy. Peer analysis of BioSmart CoLtd could also be used in its relative valuation, which is a method of valuing BioSmart CoLtd by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
BioSmart CoLtd 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 BioSmart CoLtd'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 BioSmart CoLtd's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
BioSmart CoLtd Market Strength Events
Market strength indicators help investors to evaluate how BioSmart CoLtd stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading BioSmart CoLtd shares will generate the highest return on investment. By undertsting and applying BioSmart CoLtd stock market strength indicators, traders can identify BioSmart CoLtd entry and exit signals to maximize returns.
| Accumulation Distribution | 73209.68 | |||
| Daily Balance Of Power | 0.3443 | |||
| Rate Of Daily Change | 1.02 | |||
| Day Median Price | 4542.5 | |||
| Day Typical Price | 4573.33 | |||
| Market Facilitation Index | 3.0E-4 | |||
| Price Action Indicator | 145.0 | |||
| Period Momentum Indicator | 105.0 | |||
| Relative Strength Index | 46.68 |
BioSmart CoLtd Risk Indicators
The analysis of BioSmart CoLtd'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 BioSmart CoLtd's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting biosmart 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 | 4.25 | |||
| Semi Deviation | 4.04 | |||
| Standard Deviation | 6.64 | |||
| Variance | 44.1 | |||
| Downside Variance | 21.4 | |||
| Semi Variance | 16.32 | |||
| Expected Short fall | (5.91) |
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.
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BioSmart CoLtd financial ratios help investors to determine whether BioSmart 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 BioSmart with respect to the benefits of owning BioSmart CoLtd security.