NeoPharm Stock Forecast - 4 Period Moving Average
| 092730 Stock | KRW 12,000 90.00 0.74% |
The 4 Period Moving Average forecasted value of NeoPharm LTD on the next trading day is expected to be 12,010 with a mean absolute deviation of 395.59 and the sum of the absolute errors of 22,549. NeoPharm Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast NeoPharm stock prices and determine the direction of NeoPharm LTD's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of NeoPharm's historical fundamentals, such as revenue growth or operating cash flow patterns.
NeoPharm |
NeoPharm 4 Period Moving Average Price Forecast For the 19th of December
Given 90 days horizon, the 4 Period Moving Average forecasted value of NeoPharm LTD on the next trading day is expected to be 12,010 with a mean absolute deviation of 395.59, mean absolute percentage error of 287,486, and the sum of the absolute errors of 22,549.Please note that although there have been many attempts to predict NeoPharm 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 NeoPharm's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
NeoPharm Stock Forecast Pattern
| Backtest NeoPharm | NeoPharm Price Prediction | Buy or Sell Advice |
NeoPharm Forecasted Value
In the context of forecasting NeoPharm'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. NeoPharm's downside and upside margins for the forecasting period are 12,007 and 12,013, respectively. We have considered NeoPharm'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 4 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of NeoPharm stock data series using in forecasting. Note that when a statistical model is used to represent NeoPharm 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 | 123.3279 |
| Bias | Arithmetic mean of the errors | -26.3377 |
| MAD | Mean absolute deviation | 395.5921 |
| MAPE | Mean absolute percentage error | 0.031 |
| SAE | Sum of the absolute errors | 22548.75 |
Predictive Modules for NeoPharm
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as NeoPharm LTD. 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 NeoPharm
For every potential investor in NeoPharm, whether a beginner or expert, NeoPharm's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. NeoPharm Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in NeoPharm. Basic forecasting techniques help filter out the noise by identifying NeoPharm's price trends.NeoPharm 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 NeoPharm stock to make a market-neutral strategy. Peer analysis of NeoPharm could also be used in its relative valuation, which is a method of valuing NeoPharm by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
NeoPharm LTD 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 NeoPharm'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 NeoPharm's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
NeoPharm Market Strength Events
Market strength indicators help investors to evaluate how NeoPharm stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading NeoPharm shares will generate the highest return on investment. By undertsting and applying NeoPharm stock market strength indicators, traders can identify NeoPharm LTD entry and exit signals to maximize returns.
| Accumulation Distribution | 807.84 | |||
| Daily Balance Of Power | (0.38) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 11910.0 | |||
| Day Typical Price | 11940.0 | |||
| Market Facilitation Index | 0.0059 | |||
| Price Action Indicator | 45.0 | |||
| Period Momentum Indicator | (90.00) |
NeoPharm Risk Indicators
The analysis of NeoPharm'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 NeoPharm's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting neopharm 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 | 2.23 | |||
| Semi Deviation | 2.48 | |||
| Standard Deviation | 2.93 | |||
| Variance | 8.59 | |||
| Downside Variance | 7.75 | |||
| Semi Variance | 6.17 | |||
| Expected Short fall | (2.43) |
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.
Other Information on Investing in NeoPharm Stock
NeoPharm financial ratios help investors to determine whether NeoPharm 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 NeoPharm with respect to the benefits of owning NeoPharm security.