Ciptadana Asset Stock Forecast - Polynomial Regression

XCID Stock  IDR 56.00  4.00  6.67%   
The Polynomial Regression forecasted value of Ciptadana Asset Management on the next trading day is expected to be 57.73 with a mean absolute deviation of  1.69  and the sum of the absolute errors of 105.07. Ciptadana Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ciptadana Asset stock prices and determine the direction of Ciptadana Asset Management's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ciptadana Asset's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out fundamental analysis of Ciptadana Asset to check your projections.
  
Most investors in Ciptadana Asset 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 Ciptadana Asset's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Ciptadana Asset's price structures and extracts relationships that further increase the generated results' accuracy.
Ciptadana Asset polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Ciptadana Asset Management as well as the accuracy indicators are determined from the period prices.

Ciptadana Asset Polynomial Regression Price Forecast For the 18th of May 2024

Given 90 days horizon, the Polynomial Regression forecasted value of Ciptadana Asset Management on the next trading day is expected to be 57.73 with a mean absolute deviation of 1.69, mean absolute percentage error of 5.19, and the sum of the absolute errors of 105.07.
Please note that although there have been many attempts to predict Ciptadana 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 Ciptadana Asset's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ciptadana Asset Stock Forecast Pattern

Ciptadana Asset Forecasted Value

In the context of forecasting Ciptadana Asset'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. Ciptadana Asset's downside and upside margins for the forecasting period are 54.24 and 61.23, respectively. We have considered Ciptadana Asset'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
56.00
57.73
Expected Value
61.23
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Ciptadana Asset stock data series using in forecasting. Note that when a statistical model is used to represent Ciptadana Asset 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 Criteria121.5957
BiasArithmetic mean of the errors None
MADMean absolute deviation1.6946
MAPEMean absolute percentage error0.0273
SAESum of the absolute errors105.0679
A single variable polynomial regression model attempts to put a curve through the Ciptadana Asset historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Ciptadana Asset

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ciptadana Asset Mana. 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 Ciptadana Asset'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
52.5156.0059.49
Details
Intrinsic
Valuation
LowRealHigh
46.2849.7761.60
Details
Bollinger
Band Projection (param)
LowMiddleHigh
56.7861.7566.72
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Ciptadana Asset. Your research has to be compared to or analyzed against Ciptadana Asset's peers to derive any actionable benefits. When done correctly, Ciptadana Asset'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 Ciptadana Asset Mana.

Other Forecasting Options for Ciptadana Asset

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

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

Ciptadana Asset Mana 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 Ciptadana Asset'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 Ciptadana Asset's current price.

Ciptadana Asset Market Strength Events

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

Ciptadana Asset Risk Indicators

The analysis of Ciptadana Asset'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 Ciptadana Asset's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ciptadana 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.

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When running Ciptadana Asset's price analysis, check to measure Ciptadana Asset'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 Ciptadana Asset is operating at the current time. Most of Ciptadana Asset's value examination focuses on studying past and present price action to predict the probability of Ciptadana Asset's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Ciptadana Asset's price. Additionally, you may evaluate how the addition of Ciptadana Asset to your portfolios can decrease your overall portfolio volatility.
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Please note, there is a significant difference between Ciptadana Asset's value and its price as these two are different measures arrived at by different means. Investors typically determine if Ciptadana Asset is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Ciptadana Asset'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.