PT Indo Stock Forward View - Simple Exponential Smoothing
| IBOS Stock | 172.00 11.00 6.01% |
IBOS Stock outlook is based on your current time horizon.
As of now The value of RSI of PT Indo's share price is above 80 . This usually indicates that the stock is significantly overbought by investors. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards. Momentum 99
Buy Peaked
Oversold | Overbought |
Using PT Indo hype-based prediction, you can estimate the value of PT Indo Boga from the perspective of PT Indo response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of PT Indo Boga on the next trading day is expected to be 172.00 with a mean absolute deviation of 4.05 and the sum of the absolute errors of 247.00. PT Indo after-hype prediction price | IDR 172.0 |
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
IBOS |
PT Indo Additional Predictive Modules
Most predictive techniques to examine IBOS price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for IBOS using various technical indicators. When you analyze IBOS charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
PT Indo Simple Exponential Smoothing Price Forecast For the 1st of March
Given 90 days horizon, the Simple Exponential Smoothing forecasted value of PT Indo Boga on the next trading day is expected to be 172.00 with a mean absolute deviation of 4.05, mean absolute percentage error of 41.52, and the sum of the absolute errors of 247.00.Please note that although there have been many attempts to predict IBOS Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that PT Indo's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
PT Indo Stock Forecast Pattern
| Backtest PT Indo | PT Indo Price Prediction | Research Analysis |
PT Indo Forecasted Value
In the context of forecasting PT Indo'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. PT Indo's downside and upside margins for the forecasting period are 166.94 and 177.06, respectively. We have considered PT Indo'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 Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of PT Indo stock data series using in forecasting. Note that when a statistical model is used to represent PT Indo 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 | 121.8368 |
| Bias | Arithmetic mean of the errors | -1.6885 |
| MAD | Mean absolute deviation | 4.0492 |
| MAPE | Mean absolute percentage error | 0.0345 |
| SAE | Sum of the absolute errors | 247.0 |
Predictive Modules for PT Indo
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as PT Indo Boga. 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.PT Indo After-Hype Price Density Analysis
As far as predicting the price of PT Indo at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in PT Indo or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of PT Indo, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
PT Indo Estimiated After-Hype Price Volatility
In the context of predicting PT Indo's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on PT Indo's historical news coverage. PT Indo's after-hype downside and upside margins for the prediction period are 166.94 and 177.06, respectively. We have considered PT Indo's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
PT Indo is very steady at this time. Analysis and calculation of next after-hype price of PT Indo Boga is based on 3 months time horizon.
PT Indo Stock Price Outlook Analysis
Have you ever been surprised when a price of a Company such as PT Indo is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading PT Indo backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with PT Indo, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
1.66 | 5.06 | 0.00 | 0.00 | 0 Events / Month | 0 Events / Month | Uncertain |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
172.00 | 172.00 | 0.00 |
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PT Indo Hype Timeline
PT Indo Boga is currently traded for 172.00on Jakarta Exchange of Indonesia. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. IBOS is forecasted not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is forecasted to be very small, whereas the daily expected return is currently at 1.66%. %. The volatility of related hype on PT Indo is about 0.0%, with the expected price after the next announcement by competition of 172.00. About 80.0% of the company shares are held by company insiders. The company had not issued any dividends in recent years. Assuming the 90 days trading horizon the next forecasted press release will be uncertain. Check out Historical Fundamental Analysis of PT Indo to cross-verify your projections.PT Indo Related Hype Analysis
Having access to credible news sources related to PT Indo's direct competition is more important than ever and may enhance your ability to predict PT Indo's future price movements. Getting to know how PT Indo's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how PT Indo may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| ECII | Electronic City Indonesia | 0.00 | 0 per month | 3.35 | 0.08 | 10.00 | (6.14) | 49.58 | |
| PGLI | Pembangunan Graha Lestari | 0.00 | 0 per month | 0.00 | (0.12) | 7.84 | (8.61) | 33.40 | |
| ERTX | Eratex Djaja Tbk | 0.00 | 0 per month | 5.74 | 0.1 | 23.64 | (10.15) | 48.88 | |
| LPIN | Multi Prima Sejahtera | 0.00 | 0 per month | 0.97 | (0.07) | 1.38 | (1.80) | 6.76 | |
| OLIV | Oscar Mitra Sukses | 0.00 | 0 per month | 0.00 | (0.23) | 9.38 | (9.46) | 18.82 | |
| SNLK | PT Sunter Lakeside | 0.00 | 0 per month | 0.00 | (0.19) | 2.56 | (4.69) | 11.81 |
Other Forecasting Options for PT Indo
For every potential investor in IBOS, whether a beginner or expert, PT Indo's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. IBOS Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in IBOS. Basic forecasting techniques help filter out the noise by identifying PT Indo's price trends.PT Indo 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 PT Indo stock to make a market-neutral strategy. Peer analysis of PT Indo could also be used in its relative valuation, which is a method of valuing PT Indo by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
PT Indo Market Strength Events
Market strength indicators help investors to evaluate how PT Indo stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading PT Indo shares will generate the highest return on investment. By undertsting and applying PT Indo stock market strength indicators, traders can identify PT Indo Boga entry and exit signals to maximize returns.
| Accumulation Distribution | 18.2 M | |||
| Daily Balance Of Power | (0.31) | |||
| Rate Of Daily Change | 0.94 | |||
| Day Median Price | 182.5 | |||
| Day Typical Price | 179.0 | |||
| Price Action Indicator | (16.00) | |||
| Period Momentum Indicator | (11.00) | |||
| Relative Strength Index | 99.95 |
PT Indo Risk Indicators
The analysis of PT Indo'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 PT Indo's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ibos 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 | 3.81 | |||
| Semi Deviation | 2.8 | |||
| Standard Deviation | 4.93 | |||
| Variance | 24.33 | |||
| Downside Variance | 30.73 | |||
| Semi Variance | 7.83 | |||
| Expected Short fall | (6.23) |
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.
Story Coverage note for PT Indo
The number of cover stories for PT Indo depends on current market conditions and PT Indo's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that PT Indo is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about PT Indo's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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PT Indo Short Properties
PT Indo's future price predictability will typically decrease when PT Indo's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of PT Indo Boga often depends not only on the future outlook of the potential PT Indo's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. PT Indo's indicators that are reflective of the short sentiment are summarized in the table below.
| Common Stock Shares Outstanding | 8 B | |
| Cash And Short Term Investments | 3.3 B |
Other Information on Investing in IBOS Stock
PT Indo financial ratios help investors to determine whether IBOS 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 IBOS with respect to the benefits of owning PT Indo security.