Angel One Stock Forecast - Polynomial Regression

ANGELONE   2,695  24.70  0.91%   
The Polynomial Regression forecasted value of Angel One Limited on the next trading day is expected to be 2,460 with a mean absolute deviation of 89.39 and the sum of the absolute errors of 5,453. Angel Stock Forecast is based on your current time horizon. Although Angel One's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Angel One's systematic risk associated with finding meaningful patterns of Angel One fundamentals over time.
  
At this time, Angel One's Cash is very stable compared to the past year. As of the 24th of November 2024, Non Current Assets Total is likely to grow to about 128.2 B, though Net Debt is likely to grow to (69.4 B).
Angel One polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Angel One Limited as well as the accuracy indicators are determined from the period prices.

Angel One Polynomial Regression Price Forecast For the 25th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Angel One Limited on the next trading day is expected to be 2,460 with a mean absolute deviation of 89.39, mean absolute percentage error of 14,141, and the sum of the absolute errors of 5,453.
Please note that although there have been many attempts to predict Angel 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 Angel One's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Angel One Stock Forecast Pattern

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Angel One Forecasted Value

In the context of forecasting Angel One'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. Angel One's downside and upside margins for the forecasting period are 2,457 and 2,464, respectively. We have considered Angel One'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
2,695
2,460
Expected Value
2,464
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 Angel One stock data series using in forecasting. Note that when a statistical model is used to represent Angel One 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 Criteria127.6674
BiasArithmetic mean of the errors None
MADMean absolute deviation89.3873
MAPEMean absolute percentage error0.0322
SAESum of the absolute errors5452.6263
A single variable polynomial regression model attempts to put a curve through the Angel One 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 Angel One

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Angel One Limited. 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
2,4252,6982,701
Details
Intrinsic
Valuation
LowRealHigh
2,3122,3152,964
Details
Bollinger
Band Projection (param)
LowMiddleHigh
2,6802,7032,726
Details
Earnings
Estimates (0)
LowProjected EPSHigh
35.7339.6544.75
Details

Other Forecasting Options for Angel One

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

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

Angel One Limited 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 Angel One'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 Angel One's current price.

Angel One Market Strength Events

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

Angel One Risk Indicators

The analysis of Angel One'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 Angel One's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting angel 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Angel Stock

Angel One financial ratios help investors to determine whether Angel 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 Angel with respect to the benefits of owning Angel One security.