Indospring Tbk Stock Forward View - Simple Regression

Indospring Tbk Additional Predictive Modules

Most predictive techniques to examine Indospring price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Indospring using various technical indicators. When you analyze Indospring 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 Indospring Tbk 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.

Indospring Tbk Simple Regression Price Forecast For the 27th of February

Given 90 days horizon, the Simple Regression forecasted value of Indospring Tbk on the next trading day is expected to be 1,681 with a mean absolute deviation of 293.90, mean absolute percentage error of 147,988, and the sum of the absolute errors of 18,222.

Indospring Tbk Stock Forecast Pattern

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Indospring Tbk Price Prediction

Research Analysis

Indospring Tbk Forecasted Value

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 Indospring Tbk stock data series using in forecasting. Note that when a statistical model is used to represent Indospring Tbk 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. 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 Indospring 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 Indospring Tbk

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Indospring 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 Low Estimated High 1,495 1,505 1,515 Details

Intrinsic Valuation Low Real High 1,272 1,281 1,656 Details

Bollinger Band Projection (param) Low Middle High -23,226 1,955 3,214 Details

Indospring Tbk After-Hype Price Density Analysis

Indospring Tbk Estimiated After-Hype Price Volatility

Indospring Tbk Stock Price Outlook Analysis

Notes

Indospring Tbk Hype Timeline

Indospring Tbk is currently traded for 1,505on Jakarta Exchange of Indonesia. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.0. Indospring 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 3.6%. %. The volatility of related hype on Indospring Tbk is about 0.0%, with the expected price after the next announcement by competition of 1,505. About 88.0% of the company shares are held by company insiders. The company has price-to-book (P/B) ratio of 0.48. Some equities with similar Price to Book (P/B) outperform the market in the long run. Indospring Tbk recorded earning per share (EPS) of 217.45. The entity last dividend was issued on the 8th of July 2022. The firm had 1:10 split on the 3rd of July 2024. Assuming the 90 days trading horizon the next forecasted press release will be uncertain. Check out Historical Fundamental Analysis of Indospring Tbk to cross-verify your projections.

Indospring Tbk Related Hype Analysis

Other Forecasting Options for Indospring Tbk

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

Indospring Tbk Related Equities

Risk & Return

Correlation

Indospring Tbk Market Strength Events

Indospring Tbk Risk Indicators

Story Coverage note for Indospring Tbk

Other Macroaxis Stories

Indospring Tbk Short Properties

Other Information on Investing in Indospring Stock