Adira Dinamika Stock Forecast - Naive Prediction
| ADMF Stock | IDR 11,775 0.00 0.00% |
The Naive Prediction forecasted value of Adira Dinamika Multi on the next trading day is expected to be 11,597 with a mean absolute deviation of 199.29 and the sum of the absolute errors of 12,157. Adira Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Adira Dinamika stock prices and determine the direction of Adira Dinamika Multi's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Adira Dinamika's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Adira Dinamika to cross-verify your projections. Adira |
Most investors in Adira Dinamika 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 Adira Dinamika's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Adira Dinamika's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Adira Dinamika is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Adira Dinamika Multi value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period. Adira Dinamika Naive Prediction Price Forecast For the 16th of May 2024
Given 90 days horizon, the Naive Prediction forecasted value of Adira Dinamika Multi on the next trading day is expected to be 11,597 with a mean absolute deviation of 199.29, mean absolute percentage error of 64,456, and the sum of the absolute errors of 12,157.Please note that although there have been many attempts to predict Adira 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 Adira Dinamika's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Adira Dinamika Stock Forecast Pattern
| Backtest Adira Dinamika | Adira Dinamika Price Prediction | Buy or Sell Advice |
Adira Dinamika Forecasted Value
In the context of forecasting Adira Dinamika'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. Adira Dinamika's downside and upside margins for the forecasting period are 11,595 and 11,599, respectively. We have considered Adira Dinamika'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Adira Dinamika stock data series using in forecasting. Note that when a statistical model is used to represent Adira Dinamika 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 | 129.1842 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 199.2949 |
| MAPE | Mean absolute percentage error | 0.0164 |
| SAE | Sum of the absolute errors | 12156.986 |
Predictive Modules for Adira Dinamika
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Adira Dinamika Multi. 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 Adira Dinamika'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.
Other Forecasting Options for Adira Dinamika
For every potential investor in Adira, whether a beginner or expert, Adira Dinamika's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Adira Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Adira. Basic forecasting techniques help filter out the noise by identifying Adira Dinamika's price trends.Adira Dinamika 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 Adira Dinamika stock to make a market-neutral strategy. Peer analysis of Adira Dinamika could also be used in its relative valuation, which is a method of valuing Adira Dinamika by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Adira Dinamika Multi 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 Adira Dinamika'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 Adira Dinamika's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Adira Dinamika Market Strength Events
Market strength indicators help investors to evaluate how Adira Dinamika stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Adira Dinamika shares will generate the highest return on investment. By undertsting and applying Adira Dinamika stock market strength indicators, traders can identify Adira Dinamika Multi entry and exit signals to maximize returns.
| Accumulation Distribution | 0.0127 | |||
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 11775.0 | |||
| Day Typical Price | 11775.0 | |||
| Market Facilitation Index | 150.0 | |||
| Relative Strength Index | 47.93 |
Adira Dinamika Risk Indicators
The analysis of Adira Dinamika'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 Adira Dinamika's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting adira 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 | 1.49 | |||
| Semi Deviation | 1.7 | |||
| Standard Deviation | 2.05 | |||
| Variance | 4.19 | |||
| Downside Variance | 3.57 | |||
| Semi Variance | 2.89 | |||
| Expected Short fall | (1.72) |
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.
Pair Trading with Adira Dinamika
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Adira Dinamika position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Adira Dinamika will appreciate offsetting losses from the drop in the long position's value.The ability to find closely correlated positions to Adira Dinamika could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Adira Dinamika when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Adira Dinamika - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Adira Dinamika Multi to buy it.
The correlation of Adira Dinamika is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Adira Dinamika moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Adira Dinamika Multi moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Adira Dinamika can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Adira Dinamika to cross-verify your projections. You can also try the Balance Of Power module to check stock momentum by analyzing Balance Of Power indicator and other technical ratios.
Complementary Tools for Adira Stock analysis
When running Adira Dinamika's price analysis, check to measure Adira Dinamika'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 Adira Dinamika is operating at the current time. Most of Adira Dinamika's value examination focuses on studying past and present price action to predict the probability of Adira Dinamika's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Adira Dinamika's price. Additionally, you may evaluate how the addition of Adira Dinamika to your portfolios can decrease your overall portfolio volatility.
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