Transcoal Pacific Stock Forward View - Simple Regression

TCPI Stock   12,125  225.00  1.82%   
Transcoal Stock outlook is based on your current time horizon.
As of now, the value of RSI of Transcoal Pacific's share price is approaching 45. This usually implies that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Transcoal Pacific, making its price go up or down.

Momentum 45

 Impartial

 
Oversold
 
Overbought
The successful prediction of Transcoal Pacific's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Transcoal Pacific Tbk, which may create opportunities for some arbitrage if properly timed.
Using Transcoal Pacific hype-based prediction, you can estimate the value of Transcoal Pacific Tbk from the perspective of Transcoal Pacific response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Regression forecasted value of Transcoal Pacific Tbk on the next trading day is expected to be 12,331 with a mean absolute deviation of 282.59 and the sum of the absolute errors of 17,238.

Transcoal Pacific after-hype prediction price

    
  IDR 12125.0  
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.
  
Check out Historical Fundamental Analysis of Transcoal Pacific to cross-verify your projections.

Transcoal Pacific Additional Predictive Modules

Most predictive techniques to examine Transcoal price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Transcoal using various technical indicators. When you analyze Transcoal 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through Transcoal Pacific price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Transcoal Pacific Simple Regression Price Forecast For the 3rd of March

Given 90 days horizon, the Simple Regression forecasted value of Transcoal Pacific Tbk on the next trading day is expected to be 12,331 with a mean absolute deviation of 282.59, mean absolute percentage error of 113,502, and the sum of the absolute errors of 17,238.
Please note that although there have been many attempts to predict Transcoal 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 Transcoal Pacific's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Transcoal Pacific Stock Forecast Pattern

Backtest Transcoal Pacific  Transcoal Pacific Price Prediction  Research Analysis  

Transcoal Pacific Forecasted Value

In the context of forecasting Transcoal Pacific'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. Transcoal Pacific's downside and upside margins for the forecasting period are 12,329 and 12,334, respectively. We have considered Transcoal Pacific'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.
Market Value
12,125
12,329
Downside
12,331
Expected Value
12,334
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Transcoal Pacific stock data series using in forecasting. Note that when a statistical model is used to represent Transcoal Pacific 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.
AICAkaike Information Criteria129.7501
BiasArithmetic mean of the errors None
MADMean absolute deviation282.5892
MAPEMean absolute percentage error0.0288
SAESum of the absolute errors17237.9429
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Transcoal Pacific Tbk historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Transcoal Pacific

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Transcoal Pacific Tbk. 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.
Hype
Prediction
LowEstimatedHigh
12,12212,12512,128
Details
Intrinsic
Valuation
LowRealHigh
10,91212,96512,968
Details
Bollinger
Band Projection (param)
LowMiddleHigh
7,70012,20012,425
Details

Transcoal Pacific After-Hype Price Density Analysis

As far as predicting the price of Transcoal Pacific 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 Transcoal Pacific 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 Transcoal Pacific, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

Transcoal Pacific Estimiated After-Hype Price Volatility

In the context of predicting Transcoal Pacific's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Transcoal Pacific's historical news coverage. Transcoal Pacific's after-hype downside and upside margins for the prediction period are 12,122 and 12,128, respectively. We have considered Transcoal Pacific'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
12,125
12,122
Downside
12,125
After-hype Price
12,128
Upside
Transcoal Pacific is very steady at this time. Analysis and calculation of next after-hype price of Transcoal Pacific Tbk is based on 3 months time horizon.

Transcoal Pacific Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as Transcoal Pacific is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Transcoal Pacific 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 Transcoal Pacific, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.74 
2.51
 0.00  
 0.00  
0 Events / Month
0 Events / Month
Within a week
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
12,125
12,125
0.00 
0.00  
Notes

Transcoal Pacific Hype Timeline

Transcoal Pacific Tbk is at this time traded for 12,125on Jakarta Exchange of Indonesia. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Transcoal 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 at this time at 0.74%. %. The volatility of related hype on Transcoal Pacific is about 0.0%, with the expected price after the next announcement by competition of 12,125. The company recorded earning per share (EPS) of 20.0. Transcoal Pacific Tbk last dividend was issued on the 9th of August 2022. Assuming the 90 days trading horizon the next forecasted press release will be within a week.
Check out Historical Fundamental Analysis of Transcoal Pacific to cross-verify your projections.

Transcoal Pacific Related Hype Analysis

Having access to credible news sources related to Transcoal Pacific's direct competition is more important than ever and may enhance your ability to predict Transcoal Pacific's future price movements. Getting to know how Transcoal Pacific'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 Transcoal Pacific may potentially react to the hype associated with one of its peers.

Other Forecasting Options for Transcoal Pacific

For every potential investor in Transcoal, whether a beginner or expert, Transcoal Pacific's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Transcoal Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Transcoal. Basic forecasting techniques help filter out the noise by identifying Transcoal Pacific's price trends.

Transcoal Pacific 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 Transcoal Pacific stock to make a market-neutral strategy. Peer analysis of Transcoal Pacific could also be used in its relative valuation, which is a method of valuing Transcoal Pacific by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Transcoal Pacific Market Strength Events

Market strength indicators help investors to evaluate how Transcoal Pacific stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Transcoal Pacific shares will generate the highest return on investment. By undertsting and applying Transcoal Pacific stock market strength indicators, traders can identify Transcoal Pacific Tbk entry and exit signals to maximize returns.

Transcoal Pacific Risk Indicators

The analysis of Transcoal Pacific'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 Transcoal Pacific's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting transcoal 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.
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 Transcoal Pacific

The number of cover stories for Transcoal Pacific depends on current market conditions and Transcoal Pacific's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Transcoal Pacific 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 Transcoal Pacific's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

Our audience includes start-ups and big corporations as well as marketing, public relation firms, and advertising agencies, including technology and finance journalists. Our platform and its news and story outlet are popular among finance students, amateur traders, self-guided investors, entrepreneurs, retirees and baby boomers, academic researchers, financial advisers, as well as professional money managers - a very diverse and influential demographic landscape united by one goal - build optimal investment portfolios

Transcoal Pacific Short Properties

Transcoal Pacific's future price predictability will typically decrease when Transcoal Pacific's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Transcoal Pacific Tbk often depends not only on the future outlook of the potential Transcoal Pacific'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. Transcoal Pacific's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares OutstandingB
Cash And Short Term Investments131.5 B

Other Information on Investing in Transcoal Stock

Transcoal Pacific financial ratios help investors to determine whether Transcoal 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 Transcoal with respect to the benefits of owning Transcoal Pacific security.