First Media Stock Forecast - Triple Exponential Smoothing

KBLV Stock  IDR 31.00  2.00  6.90%   
The Triple Exponential Smoothing forecasted value of First Media Tbk on the next trading day is expected to be 31.01 with a mean absolute deviation of  1.34  and the sum of the absolute errors of 80.38. First Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast First Media stock prices and determine the direction of First Media Tbk's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of First Media's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of First Media to cross-verify your projections.
  
Most investors in First Media 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 First Media's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets First Media's price structures and extracts relationships that further increase the generated results' accuracy.
Triple exponential smoothing for First Media - 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 First Media 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 First Media price movement. However, neither of these exponential smoothing models address any seasonality of First Media Tbk.

First Media Triple Exponential Smoothing Price Forecast For the 18th of May 2024

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of First Media Tbk on the next trading day is expected to be 31.01 with a mean absolute deviation of 1.34, mean absolute percentage error of 3.29, and the sum of the absolute errors of 80.38.
Please note that although there have been many attempts to predict First 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 First Media's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

First Media Stock Forecast Pattern

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First Media Forecasted Value

In the context of forecasting First Media'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. First Media's downside and upside margins for the forecasting period are 27.05 and 34.98, respectively. We have considered First Media'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
31.00
31.01
Expected Value
34.98
Upside

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 First Media stock data series using in forecasting. Note that when a statistical model is used to represent First Media 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 CriteriaHuge
BiasArithmetic mean of the errors -0.0909
MADMean absolute deviation1.3397
MAPEMean absolute percentage error0.0279
SAESum of the absolute errors80.3841
As with simple exponential smoothing, in triple exponential smoothing models past First Media observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older First Media Tbk observations.

Predictive Modules for First Media

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as First Media 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of First Media'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.
Hype
Prediction
LowEstimatedHigh
27.0331.0034.97
Details
Intrinsic
Valuation
LowRealHigh
25.7929.7633.73
Details
Bollinger
Band Projection (param)
LowMiddleHigh
17.1440.3963.64
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as First Media. Your research has to be compared to or analyzed against First Media's peers to derive any actionable benefits. When done correctly, First Media's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in First Media Tbk.

Other Forecasting Options for First Media

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

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

First Media Tbk 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 First Media'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 First Media's current price.

First Media Market Strength Events

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

First Media Risk Indicators

The analysis of First Media'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 First Media's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting first 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.

Becoming a Better Investor with Macroaxis

Macroaxis puts the power of mathematics on your side. We analyze your portfolios and positions such as First Media Tbk using complex mathematical models and algorithms, but make them easy to understand. There is no real person involved in your portfolio analysis. We perform a number of calculations to compute absolute and relative portfolio volatility, correlation between your assets, value at risk, expected return as well as over 100 different fundamental and technical indicators.

Build Optimal Portfolios

Align your risk with return expectations

By capturing your risk tolerance and investment horizon Macroaxis technology of instant portfolio optimization will compute exactly how much risk is acceptable for your desired return expectations
Check out Historical Fundamental Analysis of First Media to cross-verify your projections.
You can also try the Insider Screener module to find insiders across different sectors to evaluate their impact on performance.

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When running First Media's price analysis, check to measure First Media's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy First Media is operating at the current time. Most of First Media's value examination focuses on studying past and present price action to predict the probability of First Media's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move First Media's price. Additionally, you may evaluate how the addition of First Media to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between First Media's value and its price as these two are different measures arrived at by different means. Investors typically determine if First Media is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, First Media's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.