Puradelta Lestari Stock Forecast - 4 Period Moving Average
| DMAS Stock | IDR 160.00 1.00 0.63% |
The 4 Period Moving Average forecasted value of Puradelta Lestari PT on the next trading day is expected to be 159.50 with a mean absolute deviation of 0.93 and the sum of the absolute errors of 53.00. Puradelta Stock Forecast is based on your current time horizon.
Puradelta |
Puradelta Lestari 4 Period Moving Average Price Forecast For the 27th of November
Given 90 days horizon, the 4 Period Moving Average forecasted value of Puradelta Lestari PT on the next trading day is expected to be 159.50 with a mean absolute deviation of 0.93, mean absolute percentage error of 1.48, and the sum of the absolute errors of 53.00.Please note that although there have been many attempts to predict Puradelta 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 Puradelta Lestari's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Puradelta Lestari Stock Forecast Pattern
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Puradelta Lestari Forecasted Value
In the context of forecasting Puradelta Lestari'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. Puradelta Lestari's downside and upside margins for the forecasting period are 158.77 and 160.23, respectively. We have considered Puradelta Lestari'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 Puradelta Lestari stock data series using in forecasting. Note that when a statistical model is used to represent Puradelta Lestari 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 | 111.1482 |
| Bias | Arithmetic mean of the errors | 0.1228 |
| MAD | Mean absolute deviation | 0.9298 |
| MAPE | Mean absolute percentage error | 0.0058 |
| SAE | Sum of the absolute errors | 53.0 |
Predictive Modules for Puradelta Lestari
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Puradelta Lestari. 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 Puradelta Lestari
For every potential investor in Puradelta, whether a beginner or expert, Puradelta Lestari's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Puradelta Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Puradelta. Basic forecasting techniques help filter out the noise by identifying Puradelta Lestari's price trends.Puradelta Lestari 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 Puradelta Lestari stock to make a market-neutral strategy. Peer analysis of Puradelta Lestari could also be used in its relative valuation, which is a method of valuing Puradelta Lestari by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Puradelta Lestari 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 Puradelta Lestari'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 Puradelta Lestari's current price.| Cycle Indicators | ||
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| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
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| Volume Indicators |
Puradelta Lestari Market Strength Events
Market strength indicators help investors to evaluate how Puradelta Lestari stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Puradelta Lestari shares will generate the highest return on investment. By undertsting and applying Puradelta Lestari stock market strength indicators, traders can identify Puradelta Lestari PT entry and exit signals to maximize returns.
Puradelta Lestari Risk Indicators
The analysis of Puradelta Lestari'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 Puradelta Lestari's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting puradelta 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 | 0.6115 | |||
| Semi Deviation | 0.626 | |||
| Standard Deviation | 0.7629 | |||
| Variance | 0.582 | |||
| Downside Variance | 0.6635 | |||
| Semi Variance | 0.3919 | |||
| Expected Short fall | (0.85) |
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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Puradelta Lestari financial ratios help investors to determine whether Puradelta 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 Puradelta with respect to the benefits of owning Puradelta Lestari security.